Muhammad Intizar Ali
Orcid: 0000-0002-0674-2131Affiliations:
- National University of Ireland, Galway
- Vienna University of Techhnology, Austria (former)
According to our database1,
Muhammad Intizar Ali
authored at least 101 papers
between 2009 and 2024.
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Bibliography
2024
TCRSCANet: Harnessing Temporal Convolutions and Recurrent Skip Component for Enhanced RUL Estimation in Mechanical Systems.
Hum. Centric Intell. Syst., March, 2024
Uncertainty-Aware Ensemble Combination Method for Quality Monitoring Fault Diagnosis in Safety-Related Products.
IEEE Trans. Ind. Informatics, February, 2024
A benchmark dataset with Knowledge Graph generation for Industry 4.0 production lines.
Semantic Web, 2024
Link Prediction in Industrial Knowledge Graphs: A Case Study on Football Manufacturing.
IEEE Access, 2024
Integrating I4.0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints.
Proceedings of the Joint Proceedings of the 1st Software Lifecycle Management for Knowledge Graphs Workshop and the 3rd International Workshop on Semantic Industrial Information Modelling (SOFLIM2KG-SEMIIM 2024) co-located with 23th International Semantic Web Conference (ISWC 2024), 2024
Enhancing Time Series Data Predictions: A Survey of Augmentation Techniques and Model Performances.
Proceedings of the 2024 Australasian Computer Science Week, 2024
Proceedings of the AAAI 2024 Spring Symposium Series, 2024
2023
Sensors, 2023
Semantic Modeling, Development and Evaluation for the Resistance Spot Welding Industry.
IEEE Access, 2023
Out-of-Distribution Data Generation for Fault Detection and Diagnosis in Industrial Systems.
IEEE Access, 2023
Self-Attention Transformer-Based Architecture for Remaining Useful Life Estimation of Complex Machines.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023
Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023
2022
Sensors, 2022
IEEE Internet Things J., 2022
IEEE Internet Comput., 2022
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware.
CoRR, 2022
ElastiQuant: elastic quantization strategy for communication efficient distributed machine learning in IoT.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022
2021
IEEE Internet Comput., 2021
TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices.
Proceedings of the 2021 IEEE SmartWorld, 2021
Globe2Train: A Framework for Distributed ML Model Training using IoT Devices Across the Globe.
Proceedings of the 2021 IEEE SmartWorld, 2021
ElastiCL: Elastic Quantization for Communication Efficient Collaborative Learning in IoT.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
Enabling Machine Learning on the Edge Using SRAM Conserving Efficient Neural Networks Execution Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Ultra-fast Machine Learning Classifier Execution on IoT Devices without SRAM Consumption.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Porting and Execution of Anomalies Detection Models on Embedded Systems in IoT: Demo Abstract.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021
SRAM optimized porting and execution of machine learning classifiers on MCU-based IoT devices: demo abstract.
Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware.
Proceedings of the IEEE International Conference on Services Computing, 2021
2020
Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices.
CoRR, 2020
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020
Avoid Touching Your Face: A Hand-to-face 3D Motion Dataset (COVID-away) and Trained Models for Smartwatches.
Proceedings of the IoT '20 Companion: 10th International Conference on the Internet of Things Companion, 2020
Edge2Train: a framework to train machine learning models (SVMs) on resource-constrained IoT edge devices.
Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020
RCE-NN: a five-stage pipeline to execute neural networks (CNNs) on resource-constrained IoT edge devices.
Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020
A distributed framework to orchestrate video analytics across edge and cloud: a use case of smart doorbell.
Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020
Proceedings of the IoT '20 Companion: 10th International Conference on the Internet of Things Companion, 2020
Industrial IoT and Digital Twins for a Smart Factory : An open source toolkit for application design and benchmarking.
Proceedings of the 2020 Global Internet of Things Summit, 2020
Proceedings of the Smart Service Management - Design Guidelines and Best Practices, 2020
2019
Enhancing the scalability of expressive stream reasoning via input-driven parallelization.
Semantic Web, 2019
Enabling cognitive contributory societies using SIoT: : QoS aware real-time virtual object management.
J. Parallel Distributed Comput., 2019
Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams.
IEEE Internet Things J., 2019
Proceedings of the QuWeDa 2019: 3rd Workshop on Querying and Benchmarking the Web of Data co-located with 18th International Semantic Web Conference (ISWC 2019), 2019
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2019
Enabling On-Demand Decentralized IoT Collectability Marketplace using Blockchain and Crowdsensing.
Proceedings of the 2019 Global IoT Summit, 2019
On Evaluating the Impact of Changes in IoT Data Streams Rate over Query Window Configurations.
Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019
Middleware for Real-Time Event Detection andPredictive Analytics in Smart Manufacturing.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019
Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019
2018
Toward a Smart Society Through Semantic Virtual-Object Enabled Real-Time Management Framework in the Social Internet of Things.
IEEE Internet Things J., 2018
From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0.
IEEE Intell. Syst., 2018
Proceedings of the Semantic Web - ISWC 2018, 2018
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
Vessel Destination and Arrival Time Prediction with Sequence-to-Sequence Models over Spatial Grid.
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
2017
J. Web Semant., 2017
Open J. Internet Things, 2017
Automated discovery and integration of semantic urban data streams: The ACEIS middleware.
Future Gener. Comput. Syst., 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Workshop on Decentralizing the Semantic Web 2017 co-located with 16th International Semantic Web Conference (ISWC 2017), 2017
On the Need for Applications Aware Adaptive Middleware in Real-Time RDF Data Analysis (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
Proceedings of the 24th International Conference on Telecommunications, 2017
Automatic configuration of smart city applications for user-centric decision support.
Proceedings of the 20th Conference on Innovations in Clouds, Internet and Networks, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the Semantic Web - 14th International Conference, 2017
2016
Int. J. Semantic Web Inf. Syst., 2016
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016
Agri-IoT: A semantic framework for Internet of Things-enabled smart farming applications.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
2015
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015
Proceedings of the Semantic Web - ISWC 2015, 2015
Proceedings of the Semantic Web - ISWC 2015, 2015
CityBench: A Configurable Benchmark to Evaluate RSP Engines Using Smart City Datasets.
Proceedings of the Semantic Web - ISWC 2015, 2015
2014
Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), 2014
How Good Is Your SPARQL Endpoint? - A QoS-Aware SPARQL Endpoint Monitoring and Data Source Selection Mechanism for Federated SPARQL Queries.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
QoS-Aware Complex Event Service Composition and Optimization Using Genetic Algorithms.
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014
2013
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013
Update Semantics for Interoperability among XML, RDF and RDB - A Case Study of Semantic Presence in CISCO's Unified Presence Systems.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013
2012
Optimizing Data Integration Queries over Web Data Sources (OPTIQ).
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June, 2012
2011
Proceedings of the Enterprise Information Systems - 13th International Conference, 2011
Data Concern Aware Querying for the Integration of Data Services.
Proceedings of the ICEIS 2011, 2011
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011
2009
Proceedings of the Web Engineering, 9th International Conference, 2009
DeXIN: An Extensible Framework for Distributed XQuery over Heterogeneous Data Sources .
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009