Muhammad Intizar Ali

Affiliations:
  • National University of Ireland, Galway
  • Vienna University of Techhnology, Austria (former)


According to our database1, Muhammad Intizar Ali authored at least 95 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Uncertainty-Aware Ensemble Combination Method for Quality Monitoring Fault Diagnosis in Safety-Related Products.
IEEE Trans. Ind. Informatics, February, 2024

2023
A Data-Driven Approach for Building the Profile of Water Storage Capacity of Soils.
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

Multi-level Federated Learning for Industry 4.0 - A Crowdsourcing Approach.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Enabling On-Demand Crowdsourced Federated Learning Over IoT.
Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

2022
Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network.
Sensors, 2022

ML-MCU: A Framework to Train ML Classifiers on MCU-Based IoT Edge Devices.
IEEE Internet Things J., 2022

OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices.
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

Poster Abstract: Embedded ML Pipeline for Precision Agriculture.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

RIS-IoT: Towards Resilient, Interoperable, Scalable IoT.
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
Industry 4.0 towards Forestry 4.0: Fire Detection Use Case.
Sensors, 2021

Toward Distributed, Global, Deep Learning Using IoT Devices.
IEEE Internet Comput., 2021

Cognitive Digital Twins for Smart Manufacturing.
IEEE Intell. Syst., 2021

TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

OWSNet: Towards Real-time Offensive Words Spotting Network for Consumer IoT Devices.
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

An Intelligent Doorbell Design Using Federated Deep Learning.
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Towards Designing an Explainable-AI based Solution for Livestock Mart Industry.
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Imbal-OL: Online Machine Learning from Imbalanced Data Streams in Real-world IoT.
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
Semantic Web of Things for Industry 4.0.
Semantic Web, 2020

A Demonstration of Smart Doorbell Design Using Federated Deep Learning.
CoRR, 2020

Demonstration of a Cloud-based Software Framework for Video Analytics Application using Low-Cost IoT Devices.
CoRR, 2020

A Distributed Framework to Orchestrate Video Analytics Applications.
CoRR, 2020

Adaptive Strategy to Improve the Quality of Communication for IoT Edge Devices.
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

A Cloud-based Smart Doorbell using Low-Cost COTS Devices.
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

Developing Real-Time Smart Industrial Analytics for Industry 4.0 Applications.
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

Assessing, Monitoring and Analyzing Linked Data Quality in Public SPARQL Endpoints.
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

C-ASP: Continuous ASP-Based Reasoning over RDF Streams.
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

Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance.
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

VoCaLS: Vocabulary and Catalog of Linked Streams.
Proceedings of the Semantic Web - ISWC 2018, 2018

VoCaLS: Describing Streams on the Web.
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

Vessel Trajectory Prediction using Sequence-to-Sequence Models over Spatial Grid.
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
Real-time data analytics and event detection for IoT-enabled communication systems.
J. Web Semant., 2017

Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications.
Open J. Internet Things, 2017

Automated discovery and integration of semantic urban data streams: The ACEIS middleware.
Future Gener. Comput. Syst., 2017

On Using the Intelligent Edge for IoT Analytics.
IEEE Intell. Syst., 2017

SWoTSuite: A Toolkit for Prototyping End-to-End Semantic Web of Things Applications.
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

Semantic Web Meets Internet of Things and Web of Things: [2nd Edition].
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

On a Web of Data Streams.
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

A Web of Things based eco-system for urban computing - towards smarter cities.
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

Towards Scalable Non-Monotonic Stream Reasoning via Input Dependency Analysis.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Optimizing the Performance of Concurrent RDF Stream Processing Queries.
Proceedings of the Semantic Web - 14th International Conference, 2017

2016
QoS-Aware Stream Federation and Optimization Based on Service Composition.
Int. J. Semantic Web Inf. Syst., 2016

CityPulse: Large Scale Data Analytics Framework for Smart Cities.
IEEE Access, 2016

WOTS2E: A search engine for a Semantic Web of Things.
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

Do "Web of Things platforms" truly follow the Web of Things?
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

QoS-aware adaptation for complex event service.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015
The LSQ Dataset: Querying for Queries.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

LSQ: The Linked SPARQL Queries Dataset.
Proceedings of the Semantic Web - ISWC 2015, 2015

A Semantic Processing Framework for IoT-Enabled Communication Systems.
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
Semantic Discovery and Integration of Urban Data Streams.
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
Semantically Interlinked Notification System for Ubiquitous Presence Management.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

XSPARQL-Viz: A Mashup-Based Visual Query Editor for XSPARQL.
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
Incorporating Data Concerns into Query Languages for Data Services.
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

On Integrating Data Services Using Data Mashups.
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011

2009
On Using Distributed Extended XQuery for Web Data Sources as Services.
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


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