Dr. Muhammad Intizar Ali is an Assistant Professor in the School of Electronic Engineering, Dublin City University. His research interests include Data Analytics, Internet of Things (IoT), Stream Query Processing, Data Integration, Distributed and Federated Machine Learning, and Knowledge Graphs. Dr. Ali's research outcomes have been successfully applied in the domain of Smart Cities, Smart Manufacturing, Smart Farming, and e-Health. He has been collaborating with large scale Science Foundation Ireland funded research centres including Insight Centre for Data Analytics, Confirm Centre for Smart Manufacturing, and VistaMIlk Centre. He is also actively involved in various EU funded and industry-funded projects aimed at providing IoT enabled adaptive intelligence for smart applications. Dr. Ali has authored over 100 research articles, including journal publications, conferences & workshops proceedings, and posters/demos in renowned journals and international conferences. Prior to joining DCU, he worked as an Adjunct Lecturer, Research Fellow, and Research Unit Leader of Reasoning, Querying, and IoT Data Analytics Unit at the Insight Centre for Data Analytics, National University of Ireland, Galway. Dr. Ali obtained his Ph.D. (with distinction) from Vienna University of Technology, Austria in 2011.
Peer Reviewed Journal
| Year | Publication | |
|---|---|---|
| 2023 | Muhammad Yahya; Baifan Zhou; John G. Breslin; Muhammad Intizar Ali; Evgeny Kharlamov (2023) 'Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry'. Ieee Access, . [Link] [DOI] | |
| 2022 | Briciu-Burghina, C.; Zhou, J.; Ali, M.I.; Regan, F. (2022) 'Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network'. Sensors, 22 . [Link] [DOI] | |
| 2022 | Briciu-Burghina, C.; Zhou, J.; Ali, M.I.; Regan, F. (2022) 'Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network'. Sensors, 22 . [Link] [DOI] | |
| 2022 | Wahid, Abdul; Breslin, John G.; Intizar, Muhammad Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Applied Sciences-Basel, 12 (9). [DOI] | |
| 2022 | Abdul Wahid; John Breslin; Muhammad Intizar Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Information (MDPI), . [DOI] | |
| 2022 | Wahid, Abdul; Breslin, John G.; Intizar, Muhammad Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Applied Sciences-Basel, 12 (9). [DOI] | |
| 2022 | Abdul Wahid; John Breslin; Muhammad Intizar Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Information (MDPI), . [DOI] | |
| 2022 | Abdul Wahid; John Breslin; Muhammad Intizar Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Information (MDPI), . [DOI] | |
| 2022 | Wahid, Abdul; Breslin, John G.; Intizar, Muhammad Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Applied Sciences-Basel, 12 (9). [DOI] | |
| 2022 | Sudharsan, Bharath; Breslin, John G.; Tahir, Mehreen; Ali, Muhammad Intizar; Rana, Omer; Dustdar, Schahram; Ranjan, Rajiv (2022) 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'. IEEE Internet Computing, 26 (3):69-78. [DOI] | |
| 2021 | Sahal, R.; Alsamhi, S.H.; Breslin, J.G.; Brown, K.N.; Ali, M.I. (2021) 'Digital twins collaboration for automatic erratic operational data detection in industry 4.0'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Sudharsan, B.; Breslin, J.G.; Ali, M.I. (2021) 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'. Ieee Internet Of Things Journal, . [Link] [DOI] | |
| 2021 | Sahal, R.; Alsamhi, S.H.; Breslin, J.G.; Ali, M.I. (2021) 'Industry 4.0 towards forestry 4.0: Fire detection use case'. Sensors (Switzerland), 21 . [Link] [DOI] | |
| 2021 | (2021) 'Semantic Web and Knowledge Graphs for Industry 4.0'. Applied Sciences, . | |
| 2021 | Kafunah, J.; Ali, M.I.; Breslin, J.G. (2021) 'Handling imbalanced datasets for robust deep neural network-based fault detection in manufacturing systems'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Sahal, R.; Alsamhi, S.H.; Breslin, J.G.; Brown, K.N.; Ali, M.I. (2021) 'Digital twins collaboration for automatic erratic operational data detection in industry 4.0'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Sahal, R.; Alsamhi, S.H.; Breslin, J.G.; Ali, M.I. (2021) 'Industry 4.0 towards forestry 4.0: Fire detection use case'. Sensors (Switzerland), 21 . [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.; Ali, M.I.; Mitra, K.; Dustdar, S.; Rana, O.; Jayaraman, P.P.; Ranjan, R. (2021) 'Toward Distributed, Global, Deep Learning Using IoT Devices'. IEEE Internet Computing, 25 . [Link] [DOI] | |
| 2021 | Kafunah, J.; Ali, M.I.; Breslin, J.G. (2021) 'Handling imbalanced datasets for robust deep neural network-based fault detection in manufacturing systems'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Sudharsan, B.; Breslin, J.G.; Ali, M.I. (2021) 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'. Ieee Internet Of Things Journal, . [Link] [DOI] | |
| 2021 | Intizar Ali, M.; Patel, P.; Breslin, J.G.; Harik, R.; Sheth, A. (2021) 'Cognitive Digital Twins for Smart Manufacturing'. Ieee Intelligent Systems, 36 . [Link] [DOI] | |
| 2021 | (2021) 'Digital twins collaboration for automatic erratic operational data detection in industry 4.0'. Applied Sciences, . | |
| 2021 | Sahal, R.; Alsamhi, S.H.; Breslin, J.G.; Brown, K.N.; Ali, M.I. (2021) 'Digital twins collaboration for automatic erratic operational data detection in industry 4.0'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.; Ali, M.I.; Mitra, K.; Dustdar, S.; Rana, O.; Jayaraman, P.P.; Ranjan, R. (2021) 'Toward Distributed, Global, Deep Learning Using IoT Devices'. IEEE Internet Computing, 25 . [Link] [DOI] | |
| 2021 | Kafunah, J.; Ali, M.I.; Breslin, J.G. (2021) 'Handling imbalanced datasets for robust deep neural network-based fault detection in manufacturing systems'. Applied Sciences (Switzerland), 11 . [Link] [DOI] | |
| 2021 | Intizar Ali, M.; Patel, P.; Breslin, J.G.; Harik, R.; Sheth, A. (2021) 'Cognitive Digital Twins for Smart Manufacturing'. Ieee Intelligent Systems, 36 . [Link] [DOI] | |
| 2020 | Sahal, R.; Breslin, J.G.; Ali, M.I. (2020) 'Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case'. Journal of Manufacturing Systems, . [Link] [DOI] | |
| 2020 | Dhavalkumar Thakker and Pankesh Patel and Muhammad Intizar Ali and Tejal Shah (2020) 'Semantic Web of Things for Industry 4.0'. 11 (6):885-886. [Link] [DOI] | |
| 2020 | Radhya Sahal and John G. Breslin and Muhammad Intizar Ali (2020) 'Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case'. 54 :138-151. [Link] https://doi.org/10.1016/j.jmsy.2019.11.004 | |
| 2020 | Dhavalkumar Thakker and Pankesh Patel and Muhammad Intizar Ali and Tejal Shah (2020) 'Semantic Web of Things for Industry 4.0'. 11 (6):885-886. [Link] [DOI] | |
| 2020 | (2020) 'Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices'. CoRR, . [Link] | |
| 2020 | (2020) 'A Demonstration of Smart Doorbell Design Using Federated Deep Learning'. CoRR, . [Link] | |
| 2020 | Radhya Sahal and John G. Breslin and Muhammad Intizar Ali (2020) 'Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case'. 54 :138-151. [Link] https://doi.org/10.1016/j.jmsy.2019.11.004 | |
| 2020 | (2020) 'Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices'. CoRR, . [Link] | |
| 2020 | (2020) 'A Demonstration of Smart Doorbell Design Using Federated Deep Learning'. CoRR, . [Link] | |
| 2020 | Dhavalkumar Thakker and Pankesh Patel and Muhammad Intizar Ali and Tejal Shah (2020) 'Semantic Web of Things for Industry 4.0'. 11 (6):885-886. [Link] [DOI] | |
| 2019 | Zia Ush Shamszaman and Muhammad Intizar Ali (2019) 'Enabling cognitive contributory societies using SIoT: QoS aware real-time virtual object management'. . [Link] https://doi.org/10.1016/j.jpdc.2018.09.007 | |
| 2019 | Pham, TL; Ali, MI; Mileo, A (2019) 'Enhancing the scalability of expressive stream reasoning via input-driven parallelization'. Semantic Web, 10 :457-474. [DOI] | |
| 2019 | Shamszaman, Z.U.; Ali, M.I. (2019) 'Enabling cognitive contributory societies using SIoT: QoS aware real-time virtual object management'. Journal of Parallel and Distributed Computing, 123 . [Link] [DOI] | |
| 2019 | Zia Ush Shamszaman and Muhammad Intizar Ali (2019) 'Enabling cognitive contributory societies using SIoT: QoS aware real-time virtual object management'. . [Link] https://doi.org/10.1016/j.jpdc.2018.09.007 | |
| 2019 | (2019) 'Enhancing the Scalability of Expressive Stream Reasoning via input-driven Parallelization'. Semantic Web Journal, . [Link] | |
| 2019 | (2019) 'Enhancing the Scalability of Expressive Stream Reasoning via input-driven Parallelization'. Semantic Web Journal, . [Link] | |
| 2018 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2018) 'From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0'. 33 (4):79-86. [Link] [DOI] | |
| 2018 | Shamszaman, Z.U.; Ali, M.I. (2018) 'Toward a smart society through semantic virtual-object enabled real-time management framework in the social internet of things'. Ieee Internet Of Things Journal, 5 . [Link] [DOI] | |
| 2018 | Kolozali S.; Bermudez-Edo M.; Davar N.; Barnaghi P.; Gao F.; Ali M.; Mileo A.; Fischer M.; Iggena T.; Kuemper D.; Tonjes R. (2018) 'Observing the Pulse of a City: A Smart City Framework for Real-time Discovery, Federation, and Aggregation of Data Streams'. Ieee Internet Of Things Journal, . [DOI] | |
| 2018 | Kolozali S.; Bermudez-Edo M.; Davar N.; Barnaghi P.; Gao F.; Ali M.; Mileo A.; Fischer M.; Iggena T.; Kuemper D.; Tonjes R. (2018) 'Observing the Pulse of a City: A Smart City Framework for Real-time Discovery, Federation, and Aggregation of Data Streams'. Ieee Internet Of Things Journal, . [DOI] | |
| 2018 | Shamszaman, Z.U.; Ali, M.I. (2018) 'Toward a smart society through semantic virtual-object enabled real-time management framework in the social internet of things'. Ieee Internet Of Things Journal, 5 . [Link] [DOI] | |
| 2018 | (2018) 'VoCaLS: Describing Streams on the Web'. . | |
| 2018 | Kolozali S.; Bermudez-Edo M.; Davar N.; Barnaghi P.; Gao F.; Ali M.; Mileo A.; Fischer M.; Iggena T.; Kuemper D.; Tonjes R. (2018) 'Observing the Pulse of a City: A Smart City Framework for Real-time Discovery, Federation, and Aggregation of Data Streams'. Ieee Internet Of Things Journal, . [DOI] | |
| 2018 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2018) 'From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0'. 33 (4):79-86. [Link] [DOI] | |
| 2018 | Shamszaman, Zia Ush and Ali, Muhammad Intizar (2018) 'Towards a Smart Society Through semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things'. . | |
| 2018 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2018) 'From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0'. 33 (4):79-86. [Link] [DOI] | |
| 2018 | Shamszaman, Zia Ush and Ali, Muhammad Intizar (2018) 'Towards a Smart Society Through semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things'. . | |
| 2018 | (2018) 'VoCaLS: Describing Streams on the Web'. . | |
| 2017 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2017) 'On Using the Intelligent Edge for IoT Analytics'. 32 (5):64-69. [Link] [DOI] | |
| 2017 | (2017) 'Real-time data analytics and event detection for IoT-enabled communication systems'. J. Web Sem, . [Link] [DOI] | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2017 | (2017) 'Real-time data analytics and event detection for iot-enabled communication systems'. Web Semantics: Science, Services and Agents on the World Wide Web, . | |
| 2017 | (2017) 'Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications'. OJIOT, . [Link] | |
| 2017 | (2017) 'Real-time data analytics and event detection for iot-enabled communication systems'. Web Semantics: Science, Services and Agents on the World Wide Web, . | |
| 2017 | (2017) 'Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications'. OJIOT, . [Link] | |
| 2017 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2017) 'On Using the Intelligent Edge for IoT Analytics'. 32 (5):64-69. [Link] [DOI] | |
| 2017 | (2017) 'Real-time data analytics and event detection for IoT-enabled communication systems'. J. Web Sem, . [Link] [DOI] | |
| 2017 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2017) 'On Using the Intelligent Edge for IoT Analytics'. 32 (5):64-69. [Link] [DOI] | |
| 2017 | (2017) 'Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications'. OJIOT, . [Link] | |
| 2017 | (2017) 'Real-time data analytics and event detection for IoT-enabled communication systems'. J. Web Sem, . [Link] [DOI] | |
| 2017 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2017) 'On Using the Intelligent Edge for IoT Analytics'. 32 (5):64-69. [Link] [DOI] | |
| 2017 | (2017) 'Towards a Smart Society Through semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things'. Ieee Internet Of Things Journal, . | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2017 | Gao, F; Ali, MI; Curry, E; Mileo, A (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. Future Generation Computer Systems, 76 :561-581. [DOI] | |
| 2016 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2016) 'QoS-Aware Stream Federation and Optimization Based on Service Composition'. 12 (4):43-67. [Link] [DOI] | |
| 2016 | (2016) 'Citypulse: Large scale data analytics framework for smart cities'. Ieee Access, . | |
| 2016 | Puiu, D.; Barnaghi, P.; Tonjes, R.; Kumper, D.; Ali, M.I.; Mileo, A.; Xavier Parreira, J.; Fischer, M.; Kolozali, S.; Farajidavar, N.; Gao, F.; Iggena, T.; Pham, T.-L.; Nechifor, C.-S.; Puschmann, D.; Fernandes, J. (2016) 'CityPulse: Large Scale Data Analytics Framework for Smart Cities'. Ieee Access, . [Link] [DOI] | |
| 2016 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2016) 'QoS-Aware Stream Federation and Optimization Based on Service Composition'. 12 (4):43-67. [Link] [DOI] | |
| 2016 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2016) 'QoS-Aware Stream Federation and Optimization Based on Service Composition'. 12 (4):43-67. [Link] [DOI] | |
| 2016 | (2016) 'Citypulse: Large scale data analytics framework for smart cities'. Ieee Access, . | |
| 2016 | (2016) 'Citypulse: Large scale data analytics framework for smart cities'. Ieee Access, . | |
| 2015 | (2015) 'Federated query processing over linked data'. Tutorial at ISWC, . | |
| 2015 | (2015) 'Federated query processing over linked data'. Tutorial at ISWC, . | |
| 2020 | Radhya Sahal and John G. Breslin and Muhammad Intizar Ali (2020) 'Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case'. 54 :138-151. [Link] https://doi.org/10.1016/j.jmsy.2019.11.004 | |
| 2020 | Bhavin Joshi and Tapan Pathak and Vatsal Patel and Sarth Kanani and Pankesh Patel and Muhammad Intizar Ali and John G. Breslin (2020) 'Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices'. abs/2010.07680 . [Link] | |
| 2020 | Dhavalkumar Thakker and Pankesh Patel and Muhammad Intizar Ali and Tejal Shah (2020) 'Semantic Web of Things for Industry 4.0'. 11 (6):885-886. [Link] [DOI] | |
| 2020 | Vatsal Patel and Sarth Kanani and Tapan Pathak and Pankesh Patel and Muhammad Intizar Ali and John G. Breslin (2020) 'A Demonstration of Smart Doorbell Design Using Federated Deep Learning'. abs/2010.09687 . [Link] | |
| 2019 | Zia Ush Shamszaman and Muhammad Intizar Ali (2019) 'Enabling cognitive contributory societies using SIoT: QoS aware real-time virtual object management'. . [Link] https://doi.org/10.1016/j.jpdc.2018.09.007 | |
| 2019 | Thu Le Pham and Muhammad Intizar Ali and Alessandra Mileo (2019) 'Enhancing the Scalability of Expressive Stream Reasoning via input-driven Parallelization'. . [Link] | |
| 2018 | S. Kolozali and M. Bermudez-Edo and N. F. Davar and P. Barnaghi and F. Gao and M. I. Ali and A. Mileo and M. Fischer and T. Iggena and D. Kuemper and R. Tonjes (2018) 'Observing the Pulse of a City: A Smart City Framework for Real-time Discovery, Federation, and Aggregation of Data Streams'. . [DOI] | |
| 2018 | Shamszaman, Zia Ush and Ali, Muhammad Intizar (2018) 'Towards a Smart Society Through semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things'. . | |
| 2018 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2018) 'From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0'. 33 (4):79-86. [Link] [DOI] | |
| 2017 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2017) 'Automated discovery and integration of semantic urban data streams: The ACEIS middleware'. 76 :561-581. [Link] [DOI] | |
| 2017 | Ali, Muhammad Intizar and Ono, Naomi and Kaysar, Mahedi and Shamszaman, Zia Ush and Pham, Thu-Le and Gao, Feng and Griffin, Keith and Mileo, Alessandra (2017) 'Real-time data analytics and event detection for iot-enabled communication systems'. 42 :19-37. | |
| 2017 | Muhammad Intizar Ali and Pankesh Patel and Soumya Kanti Datta and Amelie Gyrard (2017) 'Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications'. 3 (1):75-90. [Link] | |
| 2017 | Pankesh Patel and Muhammad Intizar Ali and Amit P. Sheth (2017) 'On Using the Intelligent Edge for IoT Analytics'. 32 (5):64-69. [Link] [DOI] | |
| 2016 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2016) 'QoS-Aware Stream Federation and Optimization Based on Service Composition'. 12 (4):43-67. [Link] [DOI] | |
| 2016 | Puiu, Dan and Barnaghi, Payam and T\"onjes, Ralf and K\"umper, Daniel and Ali, Muhammad Intizar and Mileo, Alessandra and Parreira, Josiane Xavier and Fischer, Marten and Kolozali, Sefki and Farajidavar, Nazli and others (2016) 'Citypulse: Large scale data analytics framework for smart cities'. 4 :1086-1108. | |
| 2015 | Saleem, Muhammad and Ali, Muhammad Intizar and Verborgh, Ruben and Ngomo, A-C Ngonga (2015) 'Federated query processing over linked data'. . | |
| 2022 | Briciu-Burghina, C.; Zhou, J.; Ali, M.I.; Regan, F. (2022) 'Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network'. Sensors, 22 . [Link] [DOI] | |
| 2022 | Mehreen Tahir; Muhammad Intizar Ali (2022) 'On the Performance of Federated Learning Algorithms for IoT'. Ieee Internet Of Things Journal, . [Link] https://doi.org/10.3390/iot3020016 | |
| 2022 | Abdul Wahid; John Breslin; Muhammad Intizar Ali (2022) 'Prediction of Machine Failure in Industry 4.0: A Hybrid CNN-LSTM Framework'. Information (MDPI), . [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.; Ali, M.I.; Mitra, K.; Dustdar, S.; Rana, O.; Jayaraman, P.P.; Ranjan, R. (2021) 'Toward Distributed, Global, Deep Learning Using IoT Devices'. IEEE Internet Computing, 25 . [Link] [DOI] | |
| 2021 | Intizar Ali, M.; Patel, P.; Breslin, J.G.; Harik, R.; Sheth, A. (2021) 'Cognitive Digital Twins for Smart Manufacturing'. Ieee Intelligent Systems, 36 . [Link] [DOI] |
Conference Publication
| Year | Publication | |
|---|---|---|
| 2021 | Sudharsan, B.; Sundaram, D.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021 Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) Enabling Machine Learning on the Edge Using SRAM Conserving Efficient Neural Networks Execution Approach [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021 Ultra-fast Machine Learning Classifier Execution on IoT Devices without SRAM Consumption [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) ICCPS 2021 - Proceedings of the 2021 ACM/IEEE 12th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2021) SRAM optimized porting and execution of machine learning classifiers on MCU-based IoT devices: Demo abstract [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) ICCPS 2021 - Proceedings of the 2021 ACM/IEEE 12th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2021) SRAM optimized porting and execution of machine learning classifiers on MCU-based IoT devices: Demo abstract [Link] [DOI] | |
| 2021 | Sudharsan, B.; Yadav, P.; Breslin, J.G.; Intizar Ali, M. (2021) Proceedings - 2021 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People, and Smart City Innovations, SmartWorld/ScalCom/UIC/ATC/IoP/SCI 2021 Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices [Link] [DOI] | |
| 2021 | Sudharsan, Bharath; Yadav, Piyush; Breslin, John G.; Ali, Muhammad Intizar (2021) 2021 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2021) An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware [DOI] | |
| 2021 | Sudharsan, B.; Sheth, D.; Arya, S.; Rollo, F.; Yadav, P.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) SenSys 2021 - Proceedings of the 2021 19th ACM Conference on Embedded Networked Sensor Systems ElastiCL: Elastic Quantization for Communication Efficient Collaborative Learning in IoT [Link] [DOI] | |
| 2021 | (2021) Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track Enabling Machine Learning on the Edge Using SRAM Conserving Efficient Neural Networks Execution Approach | |
| 2021 | Sudharsan, B.; Salerno, S.; Nguyen, D.D.; Yahya, M.; Wahid, A.; Yadav, P.; Breslin, J.G.; Ali, M.I. (2021) 7th IEEE World Forum on Internet of Things, WF-IoT 2021 TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers [Link] [DOI] | |
| 2021 | Sudharsan, B.; Malik, S.; Corcoran, P.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) 7th IEEE World Forum on Internet of Things, WF-IoT 2021 OWSNet: Towards Real-time Offensive Words Spotting Network for Consumer IoT Devices [Link] [DOI] | |
| 2021 | Sudharsan, B.; Patel, P.; Wahid, A.; Yahya, M.; Breslin, J.G.; Ali, M.I. (2021) IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation Porting and Execution of Anomalies Detection Models on Embedded Systems in IoT: Demo Abstract [Link] [DOI] | |
| 2021 | Sudharsan, B.; Breslin, J.G.; Intizar Ali, M. (2021) Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021 Imbal-OL: Online Machine Learning from Imbalanced Data Streams in Real-world IoT [Link] [DOI] | |
| 2021 | Sudharsan, B.; Sheth, D.; Arya, S.; Rollo, F.; Yadav, P.; Patel, P.; Breslin, J.G.; Ali, M.I. (2021) SenSys 2021 - Proceedings of the 2021 19th ACM Conference on Embedded Networked Sensor Systems ElastiCL: Elastic Quantization for Communication Efficient Collaborative Learning in IoT [Link] [DOI] | |
| 2021 | Sudharsan, B.; Breslin, J.G.; Intizar Ali, M. (2021) Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021 Imbal-OL: Online Machine Learning from Imbalanced Data Streams in Real-world IoT [Link] [DOI] | |
| 2021 | Sudharsan, Bharath; Breslin, John G.; Ali, Muhammad Intizar (2021) 2021 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, INTERNET OF PEOPLE, AND SMART CITY INNOVATIONS (SMARTWORLD/SCALCOM/UIC/ATC/IOP/SCI 2021) Globe2Train: A Framework for Distributed ML Model Training using IoT Devices Across the Globe [DOI] | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) IEEE Virtual World Forum on Internet of Things, WF-IoT Adaptive Strategy to Improve the Quality ofCommunication for IoT Edge Devices | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things RCE-NN: A Five-stages Pipeline to Execute CNNs on Resource-constrained Edge Devices | |
| 2020 | Vignesh Kamath and John Breslin and Muhammad Intizar Ali (2020) Proc. of the Global IoT Summit (GIoT) 2020, Dublin, Ireland Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking | |
| 2020 | Tapan Pathak and Vatsal Patel and Sarth Kanani and Shailesh Aryaand and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics AcrossEdge and Cloud: A Use Case of Smart Doorbell | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things Edge2Train: A Framework to Train Machine Learning Models(SVMs) on Resource-Constrained IoT Edge Devices | |
| 2020 | Bharath Sudharshan and Dineshkumar Sundaram and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of IoT-HSA at the 10th International Conference on Internet of Things Avoid Touching Your Face: A Hand-to-face 3D MotionDataset (COVID-away) and Trained Models forSmartwatches | |
| 2020 | Tapan Pathak and Vatsal Patel and Sarth Kanani and Shailesh Aryaand and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics AcrossEdge and Cloud: A Use Case of Smart Doorbell | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things RCE-NN: A Five-stages Pipeline to Execute CNNs on Resource-constrained Edge Devices | |
| 2020 | Vignesh Kamath and John Breslin and Muhammad Intizar Ali (2020) Proc. of the Global IoT Summit (GIoT) 2020, Dublin, Ireland Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking | |
| 2020 | Tapan Pathak and Vatsal Patel and Sarth Kanani and Shailesh Aryaand and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics AcrossEdge and Cloud: A Use Case of Smart Doorbell | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) IEEE Virtual World Forum on Internet of Things, WF-IoT Adaptive Strategy to Improve the Quality ofCommunication for IoT Edge Devices | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things Edge2Train: A Framework to Train Machine Learning Models(SVMs) on Resource-Constrained IoT Edge Devices | |
| 2020 | Bharath Sudharshan and Dineshkumar Sundaram and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of IoT-HSA at the 10th International Conference on Internet of Things Avoid Touching Your Face: A Hand-to-face 3D MotionDataset (COVID-away) and Trained Models forSmartwatches | |
| 2020 | Tapan Pathak and Vatsal Patel and Sarth Kanani and Shailesh Aryaand and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics AcrossEdge and Cloud: A Use Case of Smart Doorbell | |
| 2020 | Joshi, B.; Pathak, T.; Patel, V.; Kanani, S.; Patel, P.; Ali, M.I. (2020) A Cloud-based Smart Doorbell using Low-Cost COTS Devices [Link] [DOI] | |
| 2020 | Sudharsan, B.; Breslin, J.G.; Ali, M.I. (2020) IEEE World Forum on Internet of Things, WF-IoT 2020 - Symposium Proceedings Adaptive Strategy to Improve the Quality of Communication for IoT Edge Devices [Link] [DOI] | |
| 2020 | Kamath V.; Morgan J.; Ali M.I. (2020) GIoTS 2020 - Global Internet of Things Summit, Proceedings Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking [DOI] | |
| 2020 | Sudharsan, B.; Sundaram, D.; Breslin, J.G.; Ali, M.I. (2020) Avoid Touching Your Face: A Hand-to-face 3D Motion Dataset (COVID-away) and Trained Models for Smartwatches [Link] [DOI] | |
| 2020 | Sudharsan, B.; Breslin, J.G.; Ali, M.I. (2020) Edge2Train: A framework to train machine learning models (SVMs) on resource-constrained IoT edge devices [Link] [DOI] | |
| 2020 | Pathak, T.; Patel, V.; Kanani, S.; Arya, S.; Patel, P.; Ali, M.I. (2020) A distributed framework to orchestrate video analytics across edge and cloud: A use case of smart doorbell [Link] [DOI] | |
| 2020 | Patel, V.; Kanani, S.; Pathak, T.; Patel, P.; Ali, M.I.; Breslin, J. (2020) An Intelligent Doorbell Design Using Federated Deep Learning [Link] [DOI] | |
| 2020 | Mehta, P.; Dwivedi, R.; Feeney, C.; Patel, P.; Ali, M.I.; Breslin, J. (2020) Towards Designing an Explainable-AI based Solution for Livestock Mart Industry [Link] [DOI] | |
| 2020 | Patel, V.; Kanani, S.; Pathak, T.; Patel, P.; Ali, M.I.; Breslin, J. (2020) An Intelligent Doorbell Design Using Federated Deep Learning [Link] [DOI] | |
| 2020 | Patel, V.; Kanani, S.; Pathak, T.; Patel, P.; Ali, M.I.; Breslin, J. (2020) An Intelligent Doorbell Design Using Federated Deep Learning [Link] [DOI] | |
| 2020 | Mehta, P.; Dwivedi, R.; Feeney, C.; Patel, P.; Ali, M.I.; Breslin, J. (2020) Towards Designing an Explainable-AI based Solution for Livestock Mart Industry [Link] [DOI] | |
| 2020 | Sudharsan, B.; Breslin, J.G.; Ali, M.I. (2020) RCE-NN: A five-stage pipeline to execute neural networks (CNNs) on resource-constrained IoT edge devices [Link] [DOI] | |
| 2020 | Patel, V.; Kanani, S.; Pathak, T.; Patel, P.; Ali, M.I.; Breslin, J. (2020) An Intelligent Doorbell Design Using Federated Deep Learning [Link] [DOI] | |
| 2020 | Mehta, P.; Dwivedi, R.; Feeney, C.; Patel, P.; Ali, M.I.; Breslin, J. (2020) Towards Designing an Explainable-AI based Solution for Livestock Mart Industry [Link] [DOI] | |
| 2019 | Nguyen, D.D.; Ali, M.I. (2019) Global IoT Summit, GIoTS 2019 - Proceedings Enabling On-demand decentralized IoT collectability marketplace using blockchain and crowdsensing [Link] [DOI] | |
| 2019 | Pham T.; Ali M.; Mileo A. (2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) C-ASP: Continuous ASP-Based Reasoning over RDF Streams [DOI] | |
| 2019 | Wahid, A.; Ali, M.I. (2019) Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance [Link] | |
| 2019 | Sahal, R.; Breslin, J.G.; Ali, M.I. (2019) DEBS 2019 - Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems On evaluating the impact of changes in IoT data streams rate over query window configurations [Link] [DOI] | |
| 2019 | Sahal, R.; Breslin, J.G.; Ali, M.I. (2019) DEBS 2019 - Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems On evaluating the impact of changes in IoT data streams rate over query window configurations [Link] [DOI] | |
| 2019 | (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Smart speaker design and implementation with biometric authentication and advanced voice interaction capability | |
| 2019 | (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Smart speaker design and implementation with biometric authentication and advanced voice interaction capability | |
| 2019 | Sahal, R.; Breslin, J.G.; Ali, M.I. (2019) DEBS 2019 - Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems On evaluating the impact of changes in IoT data streams rate over query window configurations [Link] [DOI] | |
| 2019 | Sudharsan, B.; Corcoran, P.; Ali, M.I. (2019) Smart speaker design and implementation with biometric authentication and advanced voice interaction capability [Link] | |
| 2019 | Ali, M.I.; Patel, P.; Breslin, J.G. (2019) Proceedings - 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019 Middleware for real-time event detection and predictive analytics in smart manufacturing [Link] [DOI] | |
| 2019 | Duc-Duy Nguyen and Muhammad Intizar Ali (2019) Proc. of the Global IoT Summit (GIoT) 2019, Aarhus, Denmark Enabling On-Demand Decentralized IoT Collectability Marketplaceusing Blockchain and Crowdsensing | |
| 2019 | (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance | |
| 2019 | (2019) Proceedings of the 18th International Semantic Web Conference, ISWC 2019, Auckland, New Zealand, October 26-30 Assessing, Monitoring and Analyzing LinkedData Quality in Public SPARQL Endpoints | |
| 2019 | Thu-Le Pham and Muhammad Intizar Ali and Alessandra Mileo (2019) Proc. of Logic Programming and Non-Monotonic Reasoning LPNMR 2019, Philadelphia, USA C-ASP: Continous ASP-based Reasoning over RDF Streams | |
| 2019 | Muhammad Intizar Ali and Pankesh Patel and John G. Breslin (2019) Proc. of International Conference on Distributed Computing in Sensor Systems (DCOSS 2019), Santorini, Greece A Middleware for Real-Time Event Detection and Predictive Analytics in Smart Manufacturing | |
| 2019 | Muhammad Intizar Ali and Pankesh Patel and John G. Breslin (2019) Proc. of International Conference on Distributed Computing in Sensor Systems (DCOSS 2019), Santorini, Greece A Middleware for Real-Time Event Detection and Predictive Analytics in Smart Manufacturing | |
| 2019 | Duc-Duy Nguyen and Muhammad Intizar Ali (2019) Proc. of the Global IoT Summit (GIoT) 2019, Aarhus, Denmark Enabling On-Demand Decentralized IoT Collectability Marketplaceusing Blockchain and Crowdsensing | |
| 2019 | Thu-Le Pham and Muhammad Intizar Ali and Alessandra Mileo (2019) Proc. of Logic Programming and Non-Monotonic Reasoning LPNMR 2019, Philadelphia, USA C-ASP: Continous ASP-based Reasoning over RDF Streams | |
| 2019 | (2019) Proceedings of the 18th International Semantic Web Conference, ISWC 2019, Auckland, New Zealand, October 26-30 Assessing, Monitoring and Analyzing LinkedData Quality in Public SPARQL Endpoints | |
| 2019 | (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance | |
| 2019 | Ali, M.I.; Mehmood, Q.; Saleem, M. (2019) Assessing, monitoring and analyzing linked data quality in public SPARQL endpoints [Link] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Demo: Vessel trajectory prediction using sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Grand challenge: Vessel destination and arrival time prediction with sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Tommasini, R.; Sedira, Y.A.; Dell'Aglio, D.; Balduini, M.; Ali, M.I.; Le Phuoc, D.; Della Valle, E.; Calbimonte, J.-P. (2018) Vocals: Describing streams on the web [Link] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Grand challenge: Vessel destination and arrival time prediction with sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Demo: Vessel trajectory prediction using sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Ali, M.I.; Patel, P.; Sheth, A.; Thakker, D. (2018) Preface of SWeTI 2018: Semantic web of things for industry 4.0 [Link] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Grand challenge: Vessel destination and arrival time prediction with sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Tommasini, Riccardo and Sedira, Yehia Abo and Dell’Aglio, Daniele and Balduini, Marco and Ali, Muhammad Intizar and Le Phuoc, Danh and Della Valle, Emanuele and Calbimonte, Jean-Paul (2018) International Semantic Web Conference VoCaLS: Vocabulary and Catalog of Linked Streams | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Demo: Vessel trajectory prediction using sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Grand challenge: Vessel destination and arrival time prediction with sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Tommasini, Riccardo and Sedira, Yehia Abo and Dell’Aglio, Daniele and Balduini, Marco and Ali, Muhammad Intizar and Le Phuoc, Danh and Della Valle, Emanuele and Calbimonte, Jean-Paul (2018) International Semantic Web Conference VoCaLS: Vocabulary and Catalog of Linked Streams | |
| 2018 | Nguyen, D.D.; Le Van, C.; Ali, M.I. (2018) DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems Demo: Vessel trajectory prediction using sequence-to-sequence models over spatial grid [Link] [DOI] | |
| 2018 | Tommasini, R.; Sedira, Y.A.; Dell’Aglio, D.; Balduini, M.; Ali, M.I.; Le Phuoc, D.; Della Valle, E.; Calbimonte, J.P. (2018) VoCaLS: Vocabulary and catalog of linked streams [Link] [DOI] | |
| 2017 | Kamilaris, A.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Do 'Web of Things platforms' truly follow the Web of Things? [Link] [DOI] | |
| 2017 | Kamilaris, A.; Pitsillides, A.; Prenafeta-Bold, F.X.; Ali, M.I. (2017) Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] [DOI] | |
| 2017 | Kamilaris, A.; Yumusak, S.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 WOTS2E: A search engine for a Semantic Web of Things [Link] [DOI] | |
| 2017 | Kamilaris, A.; Gao, F.; Prenafeta-Boldu, F.X.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications [Link] [DOI] | |
| 2017 | Kamilaris, A.; Yumusak, S.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 WOTS2E: A search engine for a Semantic Web of Things [Link] [DOI] | |
| 2017 | Kamilaris, A.; Pitsillides, A.; Prenafeta-Bold, F.X.; Ali, M.I. (2017) Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] [DOI] | |
| 2017 | Kamilaris, A.; Pitsillides, A.; Prenafeta-Bold, F.X.; Ali, M.I. (2017) Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] [DOI] | |
| 2017 | Pham T.; Germano S.; Mileo A.; Kuemper D.; Ali M. (2017) Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Automatic configuration of smart city applications for user-centric decision support [DOI] | |
| 2017 | Pham T.; Germano S.; Mileo A.; Kuemper D.; Ali M. (2017) Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Automatic configuration of smart city applications for user-centric decision support [DOI] | |
| 2017 | Pham, TL; Mileo, A; Ali, MI (2017) 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) Towards Scalable Non-monotonic Stream Reasoning via Input Dependency Analysis [DOI] | |
| 2017 | Shamszaman, Z.U.; Ali, M.I. (2017) On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper) [Link] [DOI] | |
| 2017 | Pham, TL; Mileo, A; Ali, MI (2017) 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) Towards Scalable Non-monotonic Stream Reasoning via Input Dependency Analysis [DOI] | |
| 2017 | Gyrard, A.; Patel, P.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Semantic web meets internet of things and web of things [Link] [DOI] | |
| 2017 | (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities [Link] [DOI] | |
| 2017 | Le Van, C.; Gao, F.; Ali, M.I. (2017) Optimizing the performance of concurrent RDF stream processing queries [Link] [DOI] | |
| 2017 | Patel, P.; Gyrard, A.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Swotsuite: A toolkit for prototyping end-to-end semantic web of things applications [Link] [DOI] | |
| 2017 | Le Van, C.; Gao, F.; Ali, M.I. (2017) Optimizing the performance of concurrent RDF stream processing queries [Link] [DOI] | |
| 2017 | (2017) Proceedings of the Workshop on Decentralizing the Semantic Web 2017 co-located with 16th International Semantic Web Conference (ISWC 2017) On a Web of Data Streams [Link] | |
| 2017 | (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities [Link] [DOI] | |
| 2017 | Gyrard, A.; Patel, P.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Semantic web meets internet of things and web of things [Link] [DOI] | |
| 2017 | Patel, P.; Gyrard, A.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Swotsuite: A toolkit for prototyping end-to-end semantic web of things applications [Link] [DOI] | |
| 2017 | Shamszaman, Z.U.; Ali, M.I. (2017) On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper) [Link] [DOI] | |
| 2017 | Dell'Aglio, D.; Le Phuoc, D.; Le-Tuan, A.; Ali, M.I.; Calbimonte, J.-P. (2017) On a web of data streams [Link] | |
| 2017 | Pham, TL; Mileo, A; Ali, MI (2017) 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) Towards Scalable Non-monotonic Stream Reasoning via Input Dependency Analysis [DOI] | |
| 2017 | Pham T.; Germano S.; Mileo A.; Kuemper D.; Ali M. (2017) Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Automatic configuration of smart city applications for user-centric decision support [DOI] | |
| 2017 | Shamszaman, Z.U.; Ali, M.I. (2017) On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper) [Link] [DOI] | |
| 2017 | Gyrard, A.; Patel, P.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Semantic web meets internet of things and web of things [Link] [DOI] | |
| 2017 | Patel, P.; Gyrard, A.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Swotsuite: A toolkit for prototyping end-to-end semantic web of things applications [Link] [DOI] | |
| 2017 | Le Van, C.; Gao, F.; Ali, M.I. (2017) Optimizing the performance of concurrent RDF stream processing queries [Link] [DOI] | |
| 2017 | (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities [Link] [DOI] | |
| 2017 | Le Van, C.; Gao, F.; Ali, M.I. (2017) Optimizing the performance of concurrent RDF stream processing queries [Link] [DOI] | |
| 2017 | Pham, TL; Mileo, A; Ali, MI (2017) 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) Towards Scalable Non-monotonic Stream Reasoning via Input Dependency Analysis [DOI] | |
| 2017 | Pham T.; Germano S.; Mileo A.; Kuemper D.; Ali M. (2017) Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Automatic configuration of smart city applications for user-centric decision support [DOI] | |
| 2017 | Shamszaman, Z.U.; Ali, M.I. (2017) On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper) [Link] [DOI] | |
| 2017 | (2017) Proceedings of the Workshop on Decentralizing the Semantic Web 2017 co-located with 16th International Semantic Web Conference (ISWC 2017) On a Web of Data Streams [Link] | |
| 2017 | Gyrard, A.; Patel, P.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Semantic web meets internet of things and web of things [Link] [DOI] | |
| 2017 | Patel, P.; Gyrard, A.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Swotsuite: A toolkit for prototyping end-to-end semantic web of things applications [Link] [DOI] | |
| 2017 | Pham T.; Germano S.; Mileo A.; Kuemper D.; Ali M. (2017) Proceedings of the 2017 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017 Automatic configuration of smart city applications for user-centric decision support [DOI] | |
| 2017 | Patel, P.; Gyrard, A.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Swotsuite: A toolkit for prototyping end-to-end semantic web of things applications [Link] [DOI] | |
| 2017 | Shamszaman, Z.U.; Ali, M.I. (2017) On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper) [Link] [DOI] | |
| 2017 | (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities [Link] [DOI] | |
| 2017 | Gyrard, A.; Patel, P.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Semantic web meets internet of things and web of things [Link] [DOI] | |
| 2017 | Le Van, C.; Gao, F.; Ali, M.I. (2017) Optimizing the performance of concurrent RDF stream processing queries [Link] [DOI] | |
| 2017 | (2017) Proceedings of the Workshop on Decentralizing the Semantic Web 2017 co-located with 16th International Semantic Web Conference (ISWC 2017) On a Web of Data Streams [Link] | |
| 2017 | Pham, TL; Mileo, A; Ali, MI (2017) 2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017) Towards Scalable Non-monotonic Stream Reasoning via Input Dependency Analysis [DOI] | |
| 2017 | Gyrard, A.; Serrano, M.; Jares, J.B.; Datta, S.K.; Ali, M.I. (2017) 26th International World Wide Web Conference 2017, WWW 2017 Companion Sensor-based Linked Open Rules (S-LOR): An automated rule discovery approach for IoT applications and its use in smart cities [Link] [DOI] | |
| 2017 | Kamilaris, A.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Do 'Web of Things platforms' truly follow the Web of Things? [Link] [DOI] | |
| 2017 | Kamilaris, A.; Gao, F.; Prenafeta-Boldu, F.X.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications [Link] [DOI] | |
| 2017 | Kamilaris, A.; Yumusak, S.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 WOTS2E: A search engine for a Semantic Web of Things [Link] [DOI] | |
| 2017 | Kamilaris, A.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Do 'Web of Things platforms' truly follow the Web of Things? [Link] [DOI] | |
| 2017 | Kamilaris, A.; Yumusak, S.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 WOTS2E: A search engine for a Semantic Web of Things [Link] [DOI] | |
| 2017 | Kamilaris, A.; Gao, F.; Prenafeta-Boldu, F.X.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications [Link] [DOI] | |
| 2017 | Kamilaris, A.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Do 'Web of Things platforms' truly follow the Web of Things? [Link] [DOI] | |
| 2017 | Kamilaris, A.; Pitsillides, A.; Prenafeta-Bold, F.X.; Ali, M.I. (2017) Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] [DOI] | |
| 2017 | Kamilaris, A.; Pitsillides, A.; Prenafeta-Bold, F.X.; Ali, M.I. (2017) Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] [DOI] | |
| 2017 | Kamilaris, A.; Gao, F.; Prenafeta-Boldu, F.X.; Ali, M.I. (2017) 2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016 Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications [Link] [DOI] | |
| 2016 | Gao, F.; Ali, M.I.; Curry, E.; Mileo, A. (2016) QoS-aware adaptation for complex event service [Link] [DOI] | |
| 2016 | Gao, F.; Ali, M.I.; Curry, E.; Mileo, A. (2016) QoS-aware adaptation for complex event service [Link] [DOI] | |
| 2016 | Gao, F.; Ali, M.I.; Curry, E.; Mileo, A. (2016) QoS-aware adaptation for complex event service [Link] [DOI] | |
| 2016 | Gao, F.; Ali, M.I.; Curry, E.; Mileo, A. (2016) QoS-aware adaptation for complex event service [Link] [DOI] | |
| 2015 | (2015) Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 The LSQ Dataset: Querying for Queries [Link] | |
| 2015 | Ali, Muhammad Intizar and Ono, Naomi and Kaysar, Mahedi and Griffin, Keith and Mileo, Alessandra (2015) International Semantic Web Conference A semantic processing framework for IoT-enabled communication systems | |
| 2015 | Saleem, Muhammad and Ali, Muhammad Intizar and Hogan, Aidan and Mehmood, Qaiser and Ngomo, Axel-Cyrille Ngonga (2015) International Semantic Web Conference (Posters \& Demos) The LSQ Dataset: Querying for Queries | |
| 2015 | Ali, Muhammad Intizar and Gao, Feng and Mileo, Alessandra (2015) International Semantic Web Conference Citybench: A configurable benchmark to evaluate rsp engines using smart city datasets | |
| 2015 | Shamszaman, Zia Ush and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) On the need for adaptivity in RDF Stream Processing | |
| 2015 | Ali, M.I.; Gao, F.; Mileo, A. (2015) CityBench: A configurable benchmark to evaluate RSP engines using smart city datasets [Link] [DOI] | |
| 2015 | Saleem, M.; Ali, M.I.; Hogan, A.; Mehmood, Q.; Ngonga Ngomo, A.C. (2015) LSQ: The linked SPARQL queries dataset [Link] [DOI] | |
| 2015 | Ali, M.I.; Ono, N.; Kaysar, M.; Griffin, K.; Mileo, A. (2015) A semantic processing framework for IoT-enabled communication systems [Link] [DOI] | |
| 2015 | Ali, Muhammad Intizar and Gao, Feng and Mileo, Alessandra (2015) International Semantic Web Conference Citybench: A configurable benchmark to evaluate rsp engines using smart city datasets | |
| 2015 | Saleem, M.; Ali, M.I.; Hogan, A.; Mehmood, Q.; Ngonga Ngomo, A.C. (2015) LSQ: The linked SPARQL queries dataset [Link] [DOI] | |
| 2015 | (2015) Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 The LSQ Dataset: Querying for Queries [Link] | |
| 2015 | Ali, Muhammad Intizar and Ono, Naomi and Kaysar, Mahedi and Griffin, Keith and Mileo, Alessandra (2015) International Semantic Web Conference A semantic processing framework for IoT-enabled communication systems | |
| 2015 | Ali, Muhammad Intizar and Gao, Feng and Mileo, Alessandra (2015) International Semantic Web Conference Citybench: A configurable benchmark to evaluate rsp engines using smart city datasets | |
| 2015 | Ali, Muhammad Intizar and Ono, Naomi and Kaysar, Mahedi and Griffin, Keith and Mileo, Alessandra (2015) International Semantic Web Conference A semantic processing framework for IoT-enabled communication systems | |
| 2015 | Gao, Feng and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) RDF stream processing for smart city applications | |
| 2015 | Saleem, Muhammad and Ali, Muhammad Intizar and Hogan, Aidan and Mehmood, Qaiser and Ngomo, Axel-Cyrille Ngonga (2015) International Semantic Web Conference (Posters \& Demos) The LSQ Dataset: Querying for Queries | |
| 2015 | Shamszaman, Zia Ush and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) On the need for adaptivity in RDF Stream Processing | |
| 2015 | Saleem, M.; Ali, M.I.; Hogan, A.; Mehmood, Q.; Ngonga Ngomo, A.C. (2015) LSQ: The linked SPARQL queries dataset [Link] [DOI] | |
| 2015 | (2015) Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 The LSQ Dataset: Querying for Queries [Link] | |
| 2015 | Gao, Feng and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) RDF stream processing for smart city applications | |
| 2015 | Saleem, M.; Ali, M.I.; Hogan, A.; Mehmood, Q.; Ngonga Ngomo, A.C. (2015) LSQ: The linked SPARQL queries dataset [Link] [DOI] | |
| 2014 | Gao, F.; Ali, M.I.; Mileo, A. (2014) Semantic discovery and integration of urban data streams [Link] | |
| 2014 | Ali, M.I.; Mileo, A. (2014) How good is your SPARQL endpoint? - A QoS-aware SPARQL endpoint monitoring and data source selection mechanism for federated SPARQL queries [Link] [DOI] | |
| 2014 | Gao, F.; Curry, E.; Ali, M.I.; Bhiri, S.; Mileo, A. (2014) QoS-aware complex event service composition and optimization using genetic algorithms [Link] [DOI] | |
| 2014 | T\"onjes, Ralf and Barnaghi, P and Ali, M and Mileo, A and Hauswirth, M and Ganz, F and Ganea, S and Kj\aergaard, B and Kuemper, D and Nechifor, Septimiu and others (2014) poster session, European Conference on Networks and Communications Real time iot stream processing and large-scale data analytics for smart city applications | |
| 2014 | (2014) Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 19, 2014 Semantic Discovery and Integration of Urban Data Streams [Link] | |
| 2014 | Gao, F.; Curry, E.; Ali, M.I.; Bhiri, S.; Mileo, A. (2014) QoS-aware complex event service composition and optimization using genetic algorithms [Link] [DOI] | |
| 2014 | (2014) Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 19, 2014 Semantic Discovery and Integration of Urban Data Streams [Link] | |
| 2014 | Gao, F.; Curry, E.; Ali, M.I.; Bhiri, S.; Mileo, A. (2014) QoS-aware complex event service composition and optimization using genetic algorithms [Link] [DOI] | |
| 2014 | T\"onjes, Ralf and Barnaghi, P and Ali, M and Mileo, A and Hauswirth, M and Ganz, F and Ganea, S and Kj\aergaard, B and Kuemper, D and Nechifor, Septimiu and others (2014) poster session, European Conference on Networks and Communications Real time iot stream processing and large-scale data analytics for smart city applications | |
| 2014 | T\"onjes, Ralf and Barnaghi, P and Ali, M and Mileo, A and Hauswirth, M and Ganz, F and Ganea, S and Kj\aergaard, B and Kuemper, D and Nechifor, Septimiu and others (2014) poster session, European Conference on Networks and Communications Real time iot stream processing and large-scale data analytics for smart city applications | |
| 2014 | Gao, F.; Curry, E.; Ali, M.I.; Bhiri, S.; Mileo, A. (2014) QoS-aware complex event service composition and optimization using genetic algorithms [Link] [DOI] | |
| 2014 | (2014) Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 19, 2014 Semantic Discovery and Integration of Urban Data Streams [Link] | |
| 2014 | Ali, M.I.; Mileo, A. (2014) How good is your SPARQL endpoint? - A QoS-aware SPARQL endpoint monitoring and data source selection mechanism for federated SPARQL queries [Link] [DOI] | |
| 2014 | Ali, M.I.; Mileo, A. (2014) How good is your SPARQL endpoint? - A QoS-aware SPARQL endpoint monitoring and data source selection mechanism for federated SPARQL queries [Link] [DOI] | |
| 2014 | Ali, M.I.; Mileo, A. (2014) How good is your SPARQL endpoint? - A QoS-aware SPARQL endpoint monitoring and data source selection mechanism for federated SPARQL queries [Link] [DOI] | |
| 2013 | Mehmood, Q.; Ali, M.I.; Fagan, O.; Friel, O.; Mileo, A. (2013) Semantically interlinked notification system for ubiquitous presence management [Link] [DOI] | |
| 2013 | Gillani, S.Z.H.; Ali, M.I.; Mileo, A. (2013) XSPARQL-Viz: A mashup-based visual query editor for XSPARQL [Link] [DOI] | |
| 2013 | Mehmood, Q.; Ali, M.I.; Fagan, O.; Friel, O.; Mileo, A. (2013) Semantically interlinked notification system for ubiquitous presence management [Link] [DOI] | |
| 2013 | Gillani, S.Z.H.; Ali, M.I.; Mileo, A. (2013) XSPARQL-Viz: A mashup-based visual query editor for XSPARQL [Link] [DOI] | |
| 2013 | Mehmood, Q.; Ali, M.I.; Fagan, O.; Friel, O.; Mileo, A. (2013) Semantically interlinked notification system for ubiquitous presence management [Link] [DOI] | |
| 2013 | Gillani, S.Z.H.; Ali, M.I.; Mileo, A. (2013) XSPARQL-Viz: A mashup-based visual query editor for XSPARQL [Link] [DOI] | |
| 2013 | Ali, Muhammad Intizar and Lopes, Nuno and Friel, Owen and Mileo, Alessandra (2013) Asia-Pacific Web Conference Update Semantics for Interoperability among XML, RDF and RDB | |
| 2013 | Gillani, S.Z.H.; Ali, M.I.; Mileo, A. (2013) XSPARQL-Viz: A mashup-based visual query editor for XSPARQL [Link] [DOI] | |
| 2013 | Ali, M.I.; Lopes, N.; Friel, O.; Mileo, A. (2013) Update semantics for interoperability among XML, RDF and RDB: A case study of semantic presence in CISCO's unified presence systems [Link] [DOI] | |
| 2013 | Mehmood, Q.; Ali, M.I.; Fagan, O.; Friel, O.; Mileo, A. (2013) Semantically interlinked notification system for ubiquitous presence management [Link] [DOI] | |
| 2013 | Ali, Muhammad Intizar and Lopes, Nuno and Friel, Owen and Mileo, Alessandra (2013) Asia-Pacific Web Conference Update Semantics for Interoperability among XML, RDF and RDB | |
| 2013 | Ali, Muhammad Intizar and Lopes, Nuno and Friel, Owen and Mileo, Alessandra (2013) Asia-Pacific Web Conference Update Semantics for Interoperability among XML, RDF and RDB | |
| 2012 | Ali, M.I. (2012) ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems Optimizing data integration queries over web data sources (OPTIQ) [Link] | |
| 2012 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2012) Incorporating data concerns into query languages for data services [Link] [DOI] | |
| 2012 | (2012) ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June - 1 July, 2012 Optimizing Data Integration Queries over Web Data Sources (OPTIQ) | |
| 2012 | (2012) ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June - 1 July, 2012 Optimizing Data Integration Queries over Web Data Sources (OPTIQ) | |
| 2012 | (2012) ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June - 1 July, 2012 Optimizing Data Integration Queries over Web Data Sources (OPTIQ) | |
| 2012 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2012) Incorporating data concerns into query languages for data services [Link] [DOI] | |
| 2012 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2012) Incorporating data concerns into query languages for data services [Link] [DOI] | |
| 2012 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2012) Incorporating data concerns into query languages for data services [Link] [DOI] | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2011) British National Conference on Databases On integrating data services using data mashups | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong Linh and Dustdar, Schahram (2011) ICEIS (1) Data Concern Aware Querying for the Integration of Data Services | |
| 2011 | Ali, M.I.; Pichler, R.; Truong, H.-L.; Dustdar, S. (2011) Data concern aware querying for the integration of data services [Link] | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong Linh and Dustdar, Schahram (2011) ICEIS (1) Data Concern Aware Querying for the Integration of Data Services | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2011) British National Conference on Databases On integrating data services using data mashups | |
| 2011 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2011) On integrating data services using data mashups [Link] [DOI] | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong Linh and Dustdar, Schahram (2011) ICEIS (1) Data Concern Aware Querying for the Integration of Data Services | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2011) British National Conference on Databases On integrating data services using data mashups | |
| 2009 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2009) On using distributed extended xquery for web data sources as services [Link] [DOI] | |
| 2009 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2009) International Conference on Enterprise Information Systems DeXIN: An extensible framework for distributed XQuery over heterogeneous data sources | |
| 2009 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2009) On using distributed extended xquery for web data sources as services [Link] [DOI] | |
| 2009 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2009) DeXIN: An extensible framework for distributed xquery over heterogeneous data sources [Link] [DOI] | |
| 2009 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2009) International Conference on Enterprise Information Systems DeXIN: An extensible framework for distributed XQuery over heterogeneous data sources | |
| 2009 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2009) On using distributed extended xquery for web data sources as services [Link] [DOI] | |
| 2009 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2009) International Conference on Enterprise Information Systems DeXIN: An extensible framework for distributed XQuery over heterogeneous data sources | |
| 2009 | Ali, M.I.; Pichler, R.; Truong, H.L.; Dustdar, S. (2009) On using distributed extended xquery for web data sources as services [Link] [DOI] | |
| 2021 | Patel, Vatsal and Kanani, Sarth and Pathak, Tapan and Patel, Pankesh and Ali, Muhammad Intizar and Breslin, John (2021) 8th ACM IKDD CODS and 26th COMAD An Intelligent Doorbell Design Using Federated Deep Learning New York, NY, USA, [Link] | |
| 2021 | Mehta, Parit and Dwivedi, Rudresh and Feeney, Ciaran and Patel, Pankesh and Ali, Muhammad Intizar and Breslin, John (2021) 8th ACM IKDD CODS and 26th COMAD Towards Designing an Explainable-AI Based Solution for Livestock Mart Industry New York, NY, USA, [Link] | |
| 2020 | Vignesh Kamath and John Breslin and Muhammad Intizar Ali (2020) Proc. of the Global IoT Summit (GIoT) 2020, Dublin, Ireland Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking | |
| 2020 | Kamath V.; Morgan J.; Ali M.I. (2020) GIoTS 2020 - Global Internet of Things Summit, Proceedings Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking [DOI] | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things RCE-NN: A Five-stages Pipeline to Execute CNNs on Resource-constrained Edge Devices | |
| 2020 | Tapan Pathak and Vatsal Patel and Sarth Kanani and Shailesh Aryaand and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics AcrossEdge and Cloud: A Use Case of Smart Doorbell | |
| 2020 | Bharath Sudharshan and Dineshkumar Sundaram and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of IoT-HSA at the 10th International Conference on Internet of Things Avoid Touching Your Face: A Hand-to-face 3D MotionDataset (COVID-away) and Trained Models forSmartwatches | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) IEEE Virtual World Forum on Internet of Things, WF-IoT Adaptive Strategy to Improve the Quality ofCommunication for IoT Edge Devices | |
| 2020 | Bharath Sudharshan and John G. Breslin and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things Edge2Train: A Framework to Train Machine Learning Models(SVMs) on Resource-Constrained IoT Edge Devices | |
| 2020 | Bhavin Joshi and Pankesh Patel and Muhammad Intizar Ali (2020) Proc. of the 10th International Conference on Internet of Things A Distributed Framework to Orchestrate Video Analytics Across Edge and Cloud: A Use Case of Smart Doorbell | |
| 2019 | Bharath Sudharsan and Peter Corcoran and Muhammad Intizar Ali (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Smart speaker design and implementation with biometric authentication and advanced voice interaction capability | |
| 2019 | Radhya Sahal and John G. Breslin and Muhammad Intizar Ali (2019) Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, DEBS 2019, Darmstadt, Germany, June 24-28, 2019 On Evaluating the Impact of Changes in IoT Data Streams Rate over Query Window Configurations [Link] | |
| 2019 | Abdul Wahid and Muhammad Intizar Ali (2019) 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance | |
| 2019 | Duc-Duy Nguyen and Muhammad Intizar Ali (2019) Proc. of the Global IoT Summit (GIoT) 2019, Aarhus, Denmark Enabling On-Demand Decentralized IoT Collectability Marketplaceusing Blockchain and Crowdsensing | |
| 2019 | Muhammad Intizar Ali and Pankesh Patel and John G. Breslin (2019) Proc. of International Conference on Distributed Computing in Sensor Systems (DCOSS 2019), Santorini, Greece A Middleware for Real-Time Event Detection and Predictive Analytics in Smart Manufacturing | |
| 2019 | Thu-Le Pham and Muhammad Intizar Ali and Alessandra Mileo (2019) Proc. of Logic Programming and Non-Monotonic Reasoning LPNMR 2019, Philadelphia, USA C-ASP: Continous ASP-based Reasoning over RDF Streams | |
| 2018 | Duc-Duy Nguyen and Chan Le Van and Muhammad Intizar Ali (2018) Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, DEBS 2018, Hamilton, New Zealand, June 25-29, 2018 Vessel Destination and Arrival Time Prediction with Sequence-to-Sequence Models over Spatial Grid [Link] | |
| 2018 | Tommasini, Riccardo and Sedira, Yehia Abo and Dell’Aglio, Daniele and Balduini, Marco and Ali, Muhammad Intizar and Le Phuoc, Danh and Della Valle, Emanuele and Calbimonte, Jean-Paul (2018) International Semantic Web Conference VoCaLS: Vocabulary and Catalog of Linked Streams | |
| 2018 | Duc-Duy Nguyen and Chan Le Van and Muhammad Intizar Ali (2018) Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, DEBS 2018, Hamilton, New Zealand, June 25-29, 2018 Vessel Trajectory Prediction using Sequence-to-Sequence Models over Spatial Grid [Link] | |
| 2017 | Andreas Kamilaris and Andreas Pitsillides and Francesc X. Prenafeta-Boldu and Muhammad Intizar Ali (2017) 24th International Conference on Telecommunications, ICT 2017, Limassol, Cyprus, May 3-5, 2017 A Web of Things based eco-system for urban computing - towards smarter cities [Link] | |
| 2017 | Amelie Gyrard and Martin Serrano and Joao Bosco Jares and Soumya Kanti Datta and Muhammad Intizar Ali (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities [Link] | |
| 2017 | Thu-Le Pham and Alessandra Mileo and Muhammad Intizar Ali (2017) 33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 Towards Scalable Non-Monotonic Stream Reasoning via Input Dependency Analysis [Link] | |
| 2017 | Zia Ush-Shamszaman and Muhammad Intizar Ali (2017) On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C\&TC, and ODBASE 2017, Rhodes, Greece, October 23-27, 2017, Proceedings, Part II On the Need for Applications Aware Adaptive Middleware in Real-Time RDF Data Analysis (Short Paper) [Link] | |
| 2017 | Thu-Le Pham and Stefano Germano and Alessandra Mileo and Daniel K\"umper and Muhammad Intizar Ali (2017) 20th Conference on Innovations in Clouds, Internet and Networks, ICIN 2017, Paris, France, March 7-9, 2017 Automatic configuration of smart city applications for user-centric decision support [Link] | |
| 2017 | Chan Le Van and Feng Gao and Muhammad Intizar Ali (2017) The Semantic Web - 14th International Conference, ESWC 2017, Portoro\vz Optimizing the Performance of Concurrent RDF Stream Processing Queries [Link] | |
| 2017 | Pankesh Patel and Amelie Gyrard and Soumya Kanti Datta and Muhammad Intizar Ali (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 SWoTSuite: A Toolkit for Prototyping End-to-End Semantic Web of Things Applications [Link] | |
| 2017 | Daniele Dell'Aglio and Danh Le Phuoc and Anh L\^e Tu\'an and Muhammad Intizar Ali and Jean-Paul Calbimonte (2017) Proceedings of the Workshop on Decentralizing the Semantic Web 2017 co-located with 16th International Semantic Web Conference (ISWC 2017) On a Web of Data Streams [Link] | |
| 2017 | Amelie Gyrard and Pankesh Patel and Soumya Kanti Datta and Muhammad Intizar Ali (2017) Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 Semantic Web Meets Internet of Things and Web of Things: [2nd Edition] [Link] | |
| 2016 | Andreas Kamilaris and Semih Yumusak and Muhammad Intizar Ali (2016) 3rd IEEE World Forum on Internet of Things, WF-IoT 2016, Reston, VA, USA, December 12-14, 2016 WOTS2E: A search engine for a Semantic Web of Things [Link] | |
| 2016 | Andreas Kamilaris and Muhammad Intizar Ali (2016) 3rd IEEE World Forum on Internet of Things, WF-IoT 2016, Reston, VA, USA, December 12-14, 2016 Do Web of Things platforms truly follow the Web of Things? [Link] | |
| 2016 | Feng Gao and Muhammad Intizar Ali and Edward Curry and Alessandra Mileo (2016) Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016 QoS-aware adaptation for complex event service [Link] | |
| 2016 | Andreas Kamilaris and Feng Gao and Francesc X. Prenafeta-Boldu and Muhammad Intizar Ali (2016) 3rd IEEE World Forum on Internet of Things, WF-IoT 2016, Reston, VA, USA, December 12-14, 2016 Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications [Link] | |
| 2015 | Ali, Muhammad Intizar and Gao, Feng and Mileo, Alessandra (2015) International Semantic Web Conference Citybench: A configurable benchmark to evaluate rsp engines using smart city datasets | |
| 2015 | Saleem, Muhammad and Ali, Muhammad Intizar and Hogan, Aidan and Mehmood, Qaiser and Ngomo, Axel-Cyrille Ngonga (2015) International Semantic Web Conference (Posters \& Demos) The LSQ Dataset: Querying for Queries | |
| 2015 | Ali, Muhammad Intizar and Ono, Naomi and Kaysar, Mahedi and Griffin, Keith and Mileo, Alessandra (2015) International Semantic Web Conference A semantic processing framework for IoT-enabled communication systems | |
| 2015 | Gao, Feng and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) RDF stream processing for smart city applications | |
| 2015 | Muhammad Saleem and Muhammad Intizar Ali and Aidan Hogan and Qaiser Mehmood and Axel-Cyrille Ngonga Ngomo (2015) Proceedings of the ISWC 2015 Posters \& Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 The LSQ Dataset: Querying for Queries [Link] | |
| 2015 | Muhammad Saleem and Muhammad Intizar Ali and Aidan Hogan and Qaiser Mehmood and Axel-Cyrille Ngonga Ngomo (2015) The Semantic Web - ISWC 2015 - 14th International Semantic Web Conference, Bethlehem, PA, USA, October 11-15, 2015, Proceedings, Part II LSQ: The Linked SPARQL Queries Dataset [Link] | |
| 2015 | Shamszaman, Zia Ush and Ali, Muhammad Intizar and Mileo, Alessandra (2015) RDF Stream Processing Workshop (ESWC2015) On the need for adaptivity in RDF Stream Processing | |
| 2014 | Feng Gao and Edward Curry and Muhammad Intizar Ali and Sami Bhiri and Alessandra Mileo (2014) Service-Oriented Computing - 12th International Conference, ICSOC 2014, Paris, France, November 3-6, 2014. Proceedings QoS-Aware Complex Event Service Composition and Optimization Using Genetic Algorithms [Link] | |
| 2014 | T\"onjes, Ralf and Barnaghi, P and Ali, M and Mileo, A and Hauswirth, M and Ganz, F and Ganea, S and Kj\aergaard, B and Kuemper, D and Nechifor, Septimiu and others (2014) poster session, European Conference on Networks and Communications Real time iot stream processing and large-scale data analytics for smart city applications | |
| 2014 | Muhammad Intizar Ali and Alessandra Mileo (2014) On the Move to Meaningful Internet Systems: OTM 2014 Conferences - Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings How Good Is Your SPARQL Endpoint? - A QoS-Aware SPARQL Endpoint Monitoring and Data Source Selection Mechanism for Federated SPARQL Queries [Link] | |
| 2014 | Feng Gao and Muhammad Intizar Ali and Alessandra Mileo (2014) Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 19, 2014 Semantic Discovery and Integration of Urban Data Streams [Link] | |
| 2013 | Ali, Muhammad Intizar and Lopes, Nuno and Friel, Owen and Mileo, Alessandra (2013) Asia-Pacific Web Conference Update Semantics for Interoperability among XML, RDF and RDB | |
| 2013 | Qaiser Mehmood and Muhammad Intizar Ali and Ollie Fagan and Owen Friel and Alessandra Mileo (2013) On the Move to Meaningful Internet Systems: OTM 2013 Conferences - Confederated International Conferences: CoopIS, DOA-Trusted Cloud, and ODBASE 2013, Graz, Austria, September 9-13, 2013. Proceedings Semantically Interlinked Notification System for Ubiquitous Presence Management [Link] | |
| 2013 | Syed Zeeshan Haider Gillani and Muhammad Intizar Ali and Alessandra Mileo (2013) The Semantic Web: ESWC 2013 Satellite Events - ESWC 2013 Satellite Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers XSPARQL-Viz: A Mashup-Based Visual Query Editor for XSPARQL [Link] | |
| 2012 | Muhammad Intizar Ali (2012) ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June - 1 July, 2012 Optimizing Data Integration Queries over Web Data Sources (OPTIQ) | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2011) British National Conference on Databases On integrating data services using data mashups | |
| 2011 | Muhammad Intizar Ali and Reinhard Pichler and Hong Linh Truong and Schahram Dustdar (2011) Enterprise Information Systems - 13th International Conference, ICEIS 2011, Beijing, China, June 8-11, 2011, Revised Selected Papers Incorporating Data Concerns into Query Languages for Data Services [Link] | |
| 2011 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong Linh and Dustdar, Schahram (2011) ICEIS (1) Data Concern Aware Querying for the Integration of Data Services | |
| 2009 | Muhammad Intizar Ali and Reinhard Pichler and Hong Linh Truong and Schahram Dustdar (2009) Web Engineering, 9th International Conference, ICWE 2009, San Sebasti\'an, Spain, June 24-26, 2009, Proceedings On Using Distributed Extended XQuery for Web Data Sources as Services [Link] | |
| 2009 | Ali, Muhammad Intizar and Pichler, Reinhard and Truong, Hong-Linh and Dustdar, Schahram (2009) International Conference on Enterprise Information Systems DeXIN: An extensible framework for distributed XQuery over heterogeneous data sources | |
| 2021 | Sudharsan, B.; Breslin, J.G.; Intizar Ali, M. (2021) Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021 Imbal-OL: Online Machine Learning from Imbalanced Data Streams in Real-world IoT [Link] [DOI] |
Other Publication
| Year | Publication | |
|---|---|---|
| 2022 | (2022) Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware. [Link] [DOI] | |
| 2021 | Yahya, M.; Breslin, J.G.; Ali, M.I. (2021) Semantic web and knowledge graphs for industry 4.0. [Link] [DOI] | |
| 2021 | Yahya, M.; Breslin, J.G.; Ali, M.I. (2021) Semantic web and knowledge graphs for industry 4.0. [Link] [DOI] |
Certain data included herein are derived from the © Web of Science (2023) of Clarivate. All rights reserved.
Research Interests
Internet of Things (IoT)
Data Analytics
Machine Learning & AI for IoT
Edge Analytics
Data Integration
Stream Processing and Reasoning
Semantic Web & Linked Data
Data Analytics
Machine Learning & AI for IoT
Edge Analytics
Data Integration
Stream Processing and Reasoning
Semantic Web & Linked Data