Muhammad Intizar Ali

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 88

Top Venues

Publications

Muhammad Yahya, Aabid Ali, Qaiser Mehmood, Lan Yang, John G. Breslin, Muhammad Intizar Ali
A benchmark dataset with Knowledge Graph generation for Industry 4.0 production lines. Semantic Web 15 (2) (2024)
Alexander Okhuese Victor, Muhammad Intizar Ali
Enhancing Time Series Data Predictions: A Survey of Augmentation Techniques and Model Performances. ACSW (2024)
Abdul Wahid, John G. Breslin, Muhammad Intizar Ali
TCRSCANet: Harnessing Temporal Convolutions and Recurrent Skip Component for Enhanced RUL Estimation in Mechanical Systems. Hum. Centric Intell. Syst. 4 (1) (2024)
Jefkine Kafunah, Muhammad Intizar Ali, John G. Breslin
Uncertainty-Aware Ensemble Combination Method for Quality Monitoring Fault Diagnosis in Safety-Related Products. IEEE Trans. Ind. Informatics 20 (2) (2024)
Muhammad Yahya, Abdul Wahid, Lan Yang, John G. Breslin, Evgeny Kharlamov, Muhammad Intizar Ali
Link Prediction in Industrial Knowledge Graphs: A Case Study on Football Manufacturing. IEEE Access 12 (2024)
Mehreen Tahir, Muhammad Intizar Ali
Multi-Criterion Client Selection for Efficient Federated Learning. AAAI Spring Symposia (2024)
Jefkine Kafunah, Priyanka Verma, Muhammad Intizar Ali, John G. Breslin
Out-of-Distribution Data Generation for Fault Detection and Diagnosis in Industrial Systems. IEEE Access 11 (2023)
Jiang Zhou, Ciprian Briciu-Burghina, Fiona Regan, Muhammad Intizar Ali
A Data-Driven Approach for Building the Profile of Water Storage Capacity of Soils. Sensors 23 (12) (2023)
Muhammad Yahya, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry. IEEE Access 11 (2023)
Ihsan Ullah, Umair ul Hassan, Muhammad Intizar Ali
Multi-level Federated Learning for Industry 4.0 - A Crowdsourcing Approach. ISM (2023)
Mehreen Tahir, Muhammad Intizar Ali
Enabling On-Demand Crowdsourced Federated Learning Over IoT. FMEC (2023)
Abdul Wahid, Muhammad Yahya, John G. Breslin, Muhammad Intizar Ali
Self-Attention Transformer-Based Architecture for Remaining Useful Life Estimation of Complex Machines. ISM (2023)
Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction. ESWC (Satellite Events) (2022)
Bharath Sudharsan, Dineshkumar Sundaram, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali, Schahram Dustdar, Albert Y. Zomaya, Rajiv Ranjan
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware. CoRR (2022)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
ML-MCU: A Framework to Train ML Classifiers on MCU-Based IoT Edge Devices. IEEE Internet Things J. 9 (16) (2022)
Bharath Sudharsan, Panchakarla S. Rahul, Piyush Yadav, Suneet Kumar Gupta, Vimal Kumar, Duc-Duy Nguyen, Muhammad Intizar Ali, John G. Breslin
RIS-IoT: Towards Resilient, Interoperable, Scalable IoT. ICCPS (2022)
Bharath Sudharsan, Peter Corcoran, Muhammad Intizar Ali
Smart speaker design and implementation with biometric authentication and advanced voice interaction capability. CoRR (2022)
Dhruv Sheth, Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
Poster Abstract: Embedded ML Pipeline for Precision Agriculture. IPSN (2022)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali, Peter Corcoran, Rajiv Ranjan
ElastiQuant: elastic quantization strategy for communication efficient distributed machine learning in IoT. SAC (2022)
Ciprian Briciu-Burghina, Jiang Zhou, Muhammad Intizar Ali, Fiona Regan
Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network. Sensors 22 (3) (2022)
Bharath Sudharsan, John G. Breslin, Mehreen Tahir, Muhammad Intizar Ali, Omer F. Rana, Schahram Dustdar, Rajiv Ranjan
OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices. IEEE Internet Comput. 26 (3) (2022)
Bharath Sudharsan, Dhruv Sheth, Shailesh Arya, Federica Rollo, Piyush Yadav, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
ElastiCL: Elastic Quantization for Communication Efficient Collaborative Learning in IoT. SenSys (2021)
Bharath Sudharsan, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali, Karan Mitra, Schahram Dustdar, Omer F. Rana, Prem Prakash Jayaraman, Rajiv Ranjan
Toward Distributed, Global, Deep Learning Using IoT Devices. IEEE Internet Comput. 25 (3) (2021)
Bharath Sudharsan, Simone Salerno, Duc-Duy Nguyen, Muhammad Yahya, Abdul Wahid, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali
TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers. WF-IoT (2021)
Bharath Sudharsan, Sweta Malik, Peter Corcoran, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
OWSNet: Towards Real-time Offensive Words Spotting Network for Consumer IoT Devices. WF-IoT (2021)
Bharath Sudharsan, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
SRAM optimized porting and execution of machine learning classifiers on MCU-based IoT devices: demo abstract. ICCPS (2021)
Parit Mehta, Rudresh Dwivedi, Ciaran Feeney, Pankesh Patel, Muhammad Intizar Ali, John G. Breslin
Towards Designing an Explainable-AI based Solution for Livestock Mart Industry. COMAD/CODS (2021)
Bharath Sudharsan, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
Enabling Machine Learning on the Edge Using SRAM Conserving Efficient Neural Networks Execution Approach. ECML/PKDD (5) (2021)
Vatsal Patel, Sarth Kanani, Tapan Pathak, Pankesh Patel, Muhammad Intizar Ali, John G. Breslin
An Intelligent Doorbell Design Using Federated Deep Learning. COMAD/CODS (2021)
Bharath Sudharsan, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali
Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Bharath Sudharsan, Pankesh Patel, Abdul Wahid, Muhammad Yahya, John G. Breslin, Muhammad Intizar Ali
Porting and Execution of Anomalies Detection Models on Embedded Systems in IoT: Demo Abstract. IoTDI (2021)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
Imbal-OL: Online Machine Learning from Imbalanced Data Streams in Real-world IoT. IEEE BigData (2021)
Bharath Sudharsan, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali
An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware. SCC (2021)
Muhammad Intizar Ali, Pankesh Patel, John G. Breslin, Ramy F. Harik, Amit P. Sheth
Cognitive Digital Twins for Smart Manufacturing. IEEE Intell. Syst. 36 (2) (2021)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
Globe2Train: A Framework for Distributed ML Model Training using IoT Devices Across the Globe. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Bharath Sudharsan, Dineshkumar Sundaram, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices. PerCom Workshops (2021)
Radhya Sahal, Saeed H. Alsamhi, John G. Breslin, Muhammad Intizar Ali
Industry 4.0 towards Forestry 4.0: Fire Detection Use Case. Sensors 21 (3) (2021)
Bharath Sudharsan, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali
Ultra-fast Machine Learning Classifier Execution on IoT Devices without SRAM Consumption. PerCom Workshops (2021)
Dhavalkumar Thakker, Pankesh Patel, Muhammad Intizar Ali, Tejal Shah
Semantic Web of Things for Industry 4.0. Semantic Web 11 (6) (2020)
Tapan Pathak, Vatsal Patel, Sarth Kanani, Shailesh Arya, Pankesh Patel, Muhammad Intizar Ali
A distributed framework to orchestrate video analytics across edge and cloud: a use case of smart doorbell. IOT (2020)
Bhavin Joshi, Tapan Pathak, Vatsal Patel, Sarth Kanani, Pankesh Patel, Muhammad Intizar Ali
A Cloud-based Smart Doorbell using Low-Cost COTS Devices. IOT Companion (2020)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
Adaptive Strategy to Improve the Quality of Communication for IoT Edge Devices. WF-IoT (2020)
Vatsal Patel, Sarth Kanani, Tapan Pathak, Pankesh Patel, Muhammad Intizar Ali, John G. Breslin
A Demonstration of Smart Doorbell Design Using Federated Deep Learning. CoRR (2020)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
Edge2Train: a framework to train machine learning models (SVMs) on resource-constrained IoT edge devices. IOT (2020)
Vignesh Kamath, Jeff Morgan, Muhammad Intizar Ali
Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking. GIoTS (2020)
Bhavin Joshi, Tapan Pathak, Vatsal Patel, Sarth Kanani, Pankesh Patel, Muhammad Intizar Ali, John G. Breslin
Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices. CoRR (2020)
Tapan Pathak, Vatsal Patel, Sarth Kanani, Shailesh Arya, Pankesh Patel, Muhammad Intizar Ali, John G. Breslin
A Distributed Framework to Orchestrate Video Analytics Applications. CoRR (2020)
Bharath Sudharsan, Dineshkumar Sundaram, John G. Breslin, Muhammad Intizar Ali
Avoid Touching Your Face: A Hand-to-face 3D Motion Dataset (COVID-away) and Trained Models for Smartwatches. IOT Companion (2020)
Bharath Sudharsan, John G. Breslin, Muhammad Intizar Ali
RCE-NN: a five-stage pipeline to execute neural networks (CNNs) on resource-constrained IoT edge devices. IOT (2020)
Bharath Sudharsan, Peter Corcoran, Muhammad Intizar Ali
Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability. AICS (2019)
Zia Ush-Shamszaman, Muhammad Intizar Ali
Enabling cognitive contributory societies using SIoT: : QoS aware real-time virtual object management. J. Parallel Distributed Comput. 123 (2019)
Thu-Le Pham, Muhammad Intizar Ali, Alessandra Mileo
Enhancing the scalability of expressive stream reasoning via input-driven parallelization. Semantic Web 10 (3) (2019)
Radhya Sahal, John G. Breslin, Muhammad Intizar Ali
On Evaluating the Impact of Changes in IoT Data Streams Rate over Query Window Configurations. DEBS (2019)
Muhammad Intizar Ali, Pankesh Patel, John G. Breslin
Middleware for Real-Time Event Detection andPredictive Analytics in Smart Manufacturing. DCOSS (2019)
Duc-Duy Nguyen, Muhammad Intizar Ali
Enabling On-Demand Decentralized IoT Collectability Marketplace using Blockchain and Crowdsensing. GIoTS (2019)
Muhammad Intizar Ali, Qaiser Mehmood, Muhammad Saleem
Assessing, Monitoring and Analyzing Linked Data Quality in Public SPARQL Endpoints. QuWeDa@ISWC (2019)
Thu-Le Pham, Muhammad Intizar Ali, Alessandra Mileo
C-ASP: Continuous ASP-Based Reasoning over RDF Streams. LPNMR (2019)
Abdul Wahid, Muhammad Intizar Ali
Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance. AICS (2019)
Sefki Kolozali, María Bermúdez-Edo, Nazli FarajiDavar, Payam M. Barnaghi, Feng Gao, Muhammad Intizar Ali, Alessandra Mileo, Marten Fischer, Thorben Iggena, Daniel Kuemper, Ralf Tönjes
Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams. IEEE Internet Things J. 6 (2) (2019)
Duc-Duy Nguyen, Chan Le Van, Muhammad Intizar Ali
Vessel Destination and Arrival Time Prediction with Sequence-to-Sequence Models over Spatial Grid. DEBS (2018)
Riccardo Tommasini, Yehia Abo Sedira, Daniele Dell'Aglio, Marco Balduini, Muhammad Intizar Ali, Danh Le Phuoc, Emanuele Della Valle, Jean-Paul Calbimonte
VoCaLS: Describing Streams on the Web. ISWC (P&D/Industry/BlueSky) (2018)
Riccardo Tommasini, Yehia Abo Sedira, Daniele Dell'Aglio, Marco Balduini, Muhammad Intizar Ali, Danh Le Phuoc, Emanuele Della Valle, Jean-Paul Calbimonte
VoCaLS: Vocabulary and Catalog of Linked Streams. ISWC (2) (2018)
Duc-Duy Nguyen, Chan Le Van, Muhammad Intizar Ali
Vessel Trajectory Prediction using Sequence-to-Sequence Models over Spatial Grid. DEBS (2018)
Zia Ush-Shamszaman, Muhammad Intizar Ali
Toward a Smart Society Through Semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things. IEEE Internet Things J. 5 (4) (2018)
Pankesh Patel, Muhammad Intizar Ali, Amit P. Sheth
From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0. IEEE Intell. Syst. 33 (4) (2018)
Andreas Kamilaris, Andreas Pitsillides, Francesc X. Prenafeta-Boldu, Muhammad Intizar Ali
A Web of Things based eco-system for urban computing - towards smarter cities. ICT (2017)
Amelie Gyrard, Pankesh Patel, Soumya Kanti Datta, Muhammad Intizar Ali
Semantic Web Meets Internet of Things and Web of Things: [2nd Edition]. WWW (Companion Volume) (2017)
Thu-Le Pham, Stefano Germano, Alessandra Mileo, Daniel Kümper, Muhammad Intizar Ali
Automatic configuration of smart city applications for user-centric decision support. ICIN (2017)
Daniele Dell'Aglio, Danh Le Phuoc, Anh Lê Tuán, Muhammad Intizar Ali, Jean-Paul Calbimonte
On a Web of Data Streams. DeSemWeb@ISWC (2017)
Muhammad Intizar Ali, Pankesh Patel, Soumya Kanti Datta, Amelie Gyrard
Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications. Open J. Internet Things 3 (1) (2017)
Thu-Le Pham, Alessandra Mileo, Muhammad Intizar Ali
Towards Scalable Non-Monotonic Stream Reasoning via Input Dependency Analysis. ICDE (2017)
Zia Ush-Shamszaman, Muhammad Intizar Ali
On the Need for Applications Aware Adaptive Middleware in Real-Time RDF Data Analysis (Short Paper). OTM Conferences (2) (2017)
Amelie Gyrard, Martin Serrano, Joao Bosco Jares, Soumya Kanti Datta, Muhammad Intizar Ali
Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities. WWW (Companion Volume) (2017)
Muhammad Intizar Ali, Naomi Ono, Mahedi Kaysar, Zia Ush-Shamszaman, Thu-Le Pham, Feng Gao, Keith Griffin, Alessandra Mileo
Real-time data analytics and event detection for IoT-enabled communication systems. J. Web Semant. 42 (2017)
Pankesh Patel, Muhammad Intizar Ali, Amit P. Sheth
On Using the Intelligent Edge for IoT Analytics. IEEE Intell. Syst. 32 (5) (2017)
Feng Gao, Muhammad Intizar Ali, Edward Curry, Alessandra Mileo
Automated discovery and integration of semantic urban data streams: The ACEIS middleware. Future Gener. Comput. Syst. 76 (2017)
Chan Le Van, Feng Gao, Muhammad Intizar Ali
Optimizing the Performance of Concurrent RDF Stream Processing Queries. ESWC (1) (2017)
Pankesh Patel, Amelie Gyrard, Soumya Kanti Datta, Muhammad Intizar Ali
SWoTSuite: A Toolkit for Prototyping End-to-End Semantic Web of Things Applications. WWW (Companion Volume) (2017)
Feng Gao, Muhammad Intizar Ali, Edward Curry, Alessandra Mileo
QoS-Aware Stream Federation and Optimization Based on Service Composition. Int. J. Semantic Web Inf. Syst. 12 (4) (2016)
Dan Puiu, Payam M. Barnaghi, Ralf Toenjes, Daniel Kuemper, Muhammad Intizar Ali, Alessandra Mileo, Josiane Xavier Parreira, Marten Fischer, Sefki Kolozali, Nazli FarajiDavar, Feng Gao, Thorben Iggena, Thu-Le Pham, Cosmin-Septimiu Nechifor, Daniel Puschmann, João Fernandes
CityPulse: Large Scale Data Analytics Framework for Smart Cities. IEEE Access 4 (2016)
Andreas Kamilaris, Feng Gao, Francesc X. Prenafeta-Boldu, Muhammad Intizar Ali
Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications. WF-IoT (2016)
Feng Gao, Muhammad Intizar Ali, Edward Curry, Alessandra Mileo
QoS-aware adaptation for complex event service. SAC (2016)
Andreas Kamilaris, Muhammad Intizar Ali
Do "Web of Things platforms" truly follow the Web of Things? WF-IoT (2016)
Andreas Kamilaris, Semih Yumusak, Muhammad Intizar Ali
WOTS2E: A search engine for a Semantic Web of Things. WF-IoT (2016)
Muhammad Saleem, Muhammad Intizar Ali, Aidan Hogan, Qaiser Mehmood, Axel-Cyrille Ngonga Ngomo
The LSQ Dataset: Querying for Queries. ISWC (Posters & Demos) (2015)
Muhammad Saleem, Muhammad Intizar Ali, Aidan Hogan, Qaiser Mehmood, Axel-Cyrille Ngonga Ngomo
LSQ: The Linked SPARQL Queries Dataset. ISWC (2) (2015)
Muhammad Intizar Ali, Naomi Ono, Mahedi Kaysar, Keith Griffin, Alessandra Mileo
A Semantic Processing Framework for IoT-Enabled Communication Systems. ISWC (2) (2015)
Muhammad Intizar Ali, Feng Gao, Alessandra Mileo
CityBench: A Configurable Benchmark to Evaluate RSP Engines Using Smart City Datasets. ISWC (2) (2015)
Feng Gao, Edward Curry, Muhammad Intizar Ali, Sami Bhiri, Alessandra Mileo
QoS-Aware Complex Event Service Composition and Optimization Using Genetic Algorithms. ICSOC (2014)
Muhammad Intizar Ali, Alessandra Mileo
How Good Is Your SPARQL Endpoint? - A QoS-Aware SPARQL Endpoint Monitoring and Data Source Selection Mechanism for Federated SPARQL Queries. OTM Conferences (2014)
Feng Gao, Muhammad Intizar Ali, Alessandra Mileo
Semantic Discovery and Integration of Urban Data Streams. S4SC@ISWC (2014)
Syed Zeeshan Haider Gillani, Muhammad Intizar Ali, Alessandra Mileo
XSPARQL-Viz: A Mashup-Based Visual Query Editor for XSPARQL. ESWC (Satellite Events) (2013)
Qaiser Mehmood, Muhammad Intizar Ali, Ollie Fagan, Owen Friel, Alessandra Mileo
Semantically Interlinked Notification System for Ubiquitous Presence Management. OTM Conferences (2013)
Muhammad Intizar Ali, Nuno Lopes, Owen Friel, Alessandra Mileo
Update Semantics for Interoperability among XML, RDF and RDB - A Case Study of Semantic Presence in CISCO's Unified Presence Systems. APWeb (2013)
Muhammad Intizar Ali
Optimizing Data Integration Queries over Web Data Sources (OPTIQ). ICEIS (1) (2012)
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh Truong, Schahram Dustdar
Incorporating Data Concerns into Query Languages for Data Services. ICEIS (2011)
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh Truong, Schahram Dustdar
On Integrating Data Services Using Data Mashups. BNCOD (2011)
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh Truong, Schahram Dustdar
Data Concern Aware Querying for the Integration of Data Services. ICEIS (1) (2011)
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh Truong, Schahram Dustdar
On Using Distributed Extended XQuery for Web Data Sources as Services. ICWE (2009)
Muhammad Intizar Ali, Reinhard Pichler, Hong Linh Truong, Schahram Dustdar
DeXIN: An Extensible Framework for Distributed XQuery over Heterogeneous Data Sources . ICEIS (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Muhammad Intizar Ali