Usman Ahmed

According to our database, Usman Ahmed authored at least 96 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Consensus hybrid ensemble machine learning for intrusion detection with explainable AI.

Usman Ahmed, Jiangbin Zheng, Sheharyar Khan, Muhammad Tariq Sadiq

J. Netw. Comput. Appl., 2025

2024

Explainable AI-based innovative hybrid ensemble model for intrusion detection.

Usman Ahmed, Jiangbin Zheng, Ahmad Almogren, Sheharyar Khan, Muhammad Tariq Sadiq, Ayman Altameem, Ateeq Ur Rehman

J. Cloud Comput., December, 2024

Deep Explainable Hate Speech Active Learning on Social-Media Data.

Usman Ahmed, Jerry Chun-Wei Lin

IEEE Trans. Comput. Soc. Syst., August, 2024

Multi-aspect detection and classification with multi-feed dynamic frame skipping in vehicle of internet things.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Wirel. Networks, July, 2024

A Network-Aware Load Balancer Using Feedback Learning.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Consumer Electron. Mag., July, 2024

Graph Attention-Based Curriculum Learning for Mental Healthcare Classification.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE J. Biomed. Health Informatics, May, 2024

Automatically Temporal Labeled Data Generation Using Positional Lexicon Expansion for Focus Time Estimation of News Articles.

Usman Ahmed, Jerry Chun-Wei Lin, Vicente García-Díaz

ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2024

Emotional Intelligence Attention Unsupervised Learning Using Lexicon Analysis for Irony-based Advertising.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2024

2023

Exploring the Potential of Cyber Manufacturing System in the Digital Age.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Internet Techn., November, 2023

Graph Attention Network for Text Classification and Detection of Mental Disorder.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Web, August, 2023

Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Sens. Networks, August, 2023

Social Media Multiaspect Detection by Using Unsupervised Deep Active Attention.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Trans. Comput. Soc. Syst., August, 2023

Semisupervised Federated Learning for Temporal News Hyperpatism Detection.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Trans. Comput. Soc. Syst., August, 2023

Enhancing Stock Portfolios for Enterprise Management and Investment in Energy Industry.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun

IEEE Trans. Ind. Informatics, June, 2023

Active Learning Based Adversary Evasion Attacks Defense for Malwares in the Internet of Things.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Alireza Jolfaei

IEEE Syst. J., June, 2023

Temporal positional lexicon expansion for federated learning based on hyperpatism detection.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Expert Syst. J. Knowl. Eng., June, 2023

Multi-Aspect Deep Active Attention Network for Healthcare Explainable Adoption.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE J. Biomed. Health Informatics, April, 2023

Multivariate time-series sensor vital sign forecasting of cardiovascular and chronic respiratory diseases.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Sustain. Comput. Informatics Syst., April, 2023

Federated deep active learning for attention-based transaction classification.

Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger

Appl. Intell., April, 2023

Hyper-Graph Attention Based Federated Learning Methods for Use in Mental Health Detection.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE J. Biomed. Health Informatics, February, 2023

Deep Fuzzy Contrast-Set Deviation Point Representation and Trajectory Detection.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Trans. Fuzzy Syst., February, 2023

Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined Vehicular Networks.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun, Amit Kumar Singh

IEEE Trans. Intell. Transp. Syst., January, 2023

Mitigating Malicious Adversaries Evasion Attacks in Industrial Internet of Things.

Husnain Rafiq, Nauman Aslam, Usman Ahmed, Jerry Chun-Wei Lin

IEEE Trans. Ind. Informatics, 2023

An Optimized Algorithm for Human Portrait Image Segmentation Using U-Net.

Abdul Jamil, Mohsin Ashraf, Asif Farooq, Muhammad Bilal Khan, Usman Ahmed, Muhammad Umair

Proceedings of the 4th International Conference on Advancements in Computational Sciences, 2023

2022

Heterogeneous Energy-aware Load Balancing for Industry 4.0 and IoT Environments.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Manag. Inf. Syst., December, 2022

Fuzzy Contrast Set Based Deep Attention Network for Lexical Analysis and Mental Health Treatment.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2022

Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems.

Usman Ahmed, Gautam Srivastava, Youcef Djenouri, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., 2022

Fuzzy Active Learning to Detect OpenCL Kernel Heterogeneous Machines in Cyber Physical Systems.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Mahammad Shareef Mekala, Ho-Youl Jung

IEEE Trans. Fuzzy Syst., 2022

A ML-based resource utilization OpenCL GPU-kernel fusion model.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Sustain. Comput. Informatics Syst., 2022

Hyper-graph-based attention curriculum learning using a lexical algorithm for mental health.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Pattern Recognit. Lett., 2022

Mitigating adversarial evasion attacks by deep active learning for medical image classification.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Multim. Tools Appl., 2022

Deep active reinforcement learning for privacy preserve data mining in 5G environments.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Hsing-Chung Chen

J. Intell. Fuzzy Syst., 2022

Ensemble-based deep meta learning for medical image segmentation.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

J. Intell. Fuzzy Syst., 2022

Privacy-Preserving Active Learning on the Internet of 5G Connected Artificial Intelligence of Things.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Internet Things Mag., 2022

Feedback Learning in Software-Defined Mobile Network for Resource Aware Load Balancing Under Fault Tolerance Conditions.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Instrum. Meas. Mag., 2022

Efficient Multimedia Frame-Skipping Architecture Using Deep Learning in Vehicular Networks.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Multim., 2022

EANDC: An explainable attention network based deep adaptive clustering model for mental health treatment.

Usman Ahmed, Gautam Srivastava, Unil Yun, Jerry Chun-Wei Lin

Future Gener. Comput. Syst., 2022

Reliable customer analysis using federated learning and exploring deep-attention edge intelligence.

Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin

Future Gener. Comput. Syst., 2022

A resource allocation deep active learning based on load balancer for network intrusion detection in SDN sensors.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Comput. Commun., 2022

Privacy-Preserving Deep Reinforcement Learning in Vehicle Ad Hoc Networks.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Consumer Electron. Mag., 2022

Mitigating adversarial evasion attacks of ransomware using ensemble learning.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Comput. Electr. Eng., 2022

Adversarial Ensemble Modeling for Evasion Attack Detection.

Usman Ahmed, Jerry Chun-Wei Lin

Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Mental Health Treatments Using an Explainable Adaptive Clustering Model.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Intrusion Detection and Load Balancing using Active Learning Model in SDVNs.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the IEEE Globecom 2022 Workshops, 2022

An Explainable Mental Health Fuzzy Deep Active Learning Technique.

Usman Ahmed, Jerry Chun-Wei Lin, Stefania Tomasiello, Gautam Srivastava

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Sequence-Driven Analytics and Prediction.

Usman Ahmed

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Rizwan Yasin, Youcef Djenouri

IEEE Trans. Emerg. Top. Comput. Intell., 2021

A load balance multi-scheduling model for OpenCL kernel tasks in an integrated cluster.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Muhammad Aleem

Soft Comput., 2021

A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems.

Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin

J. Netw. Syst. Manag., 2021

Unmanned Aerial Multi-Object Dynamic Frame Detection and Skipping Using Deep Learning on the Internet of Drones.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Internet Things Mag., 2021

5G-Empowered Drone Networks in Federated and Deep Reinforcement Learning Environments.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Commun. Stand. Mag., 2021

RALB-HC: A resource-aware load balancer for heterogeneous cluster.

Usman Ahmed, Muhammad Aleem, Yasir Noman Khalid, Muhammad Arshad Islam, Muhammad Azhar Iqbal

Concurr. Comput. Pract. Exp., 2021

FusionCL: a machine-learning based approach for OpenCL kernel fusion to increase system performance.

Yasir Noman Khalid, Muhammad Aleem, Usman Ahmed, Radu Prodan, Muhammad Arshad Islam, Muhammad Azhar Iqbal

Computing, 2021

A Machine Learning Model for Data Sanitization.

Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin

Comput. Networks, 2021

A nutrient recommendation system for soil fertilization based on evolutionary computation.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri

Comput. Electron. Agric., 2021

Linguistic frequent pattern mining using a compressed structure.

Jerry Chun-Wei Lin, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Youcef Djenouri

Appl. Intell., 2021

Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications.

Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2021

Network-Aware SDN Load Balancer with Deep Active Learning based Intrusion Detection Model.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the International Joint Conference on Neural Networks, 2021

Deep-Attention Model to Analyze Reliable Customers via Federated Learning.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the International Joint Conference on Neural Networks, 2021

A Transaction Classification Model of Federated Learning.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Philippe Fournier-Viger

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

Machine Learning for Diabetes Prediction.

Usman Ahmed, Chunxiao Li

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Generative Ensemble Learning for Mitigating Adversarial Malware Detection in IoT.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

Energy-aware Load Balancing in Heterogeneous Environments.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the ICFNDS 2021: The 5th International Conference on Future Networks & Distributed Systems, Dubai United Arab Emirates, December 15, 2021

A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri

Proceedings of the ICDCN '21: International Conference on Distributed Computing and Networking, 2021

Fuzzy Explainable Attention-based Deep Active Learning on Mental-Health Data.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Detection of Trajectory Outliers in Intelligent Transportation Systems.

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Pre-production box-office success quotient forecasting.

Usman Ahmed, Humaira Waqas, Muhammad Tanvir Afzal

Soft Comput., 2020

cHybriDroid: A Machine Learning-Based Hybrid Technique for Securing the Edge Computing.

Afifa Maryam, Usman Ahmed, Muhammad Aleem, Jerry Chun-Wei Lin, Muhammad Arshad Islam, Muhammad Azhar Iqbal

Secur. Commun. Networks, 2020

Incrementally updating the high average-utility patterns with pre-large concept.

Jerry Chun-Wei Lin, Matin Pirouz, Youcef Djenouri, Chien-Fu Cheng, Usman Ahmed

Appl. Intell., 2020

Effect of Mobile Wireless on Outage and BER Performances Over Rician Fading Channel.

Chunxiao Li, Jie Yao, Haitao Wang, Usman Ahmed, Shixiao Du

IEEE Access, 2020

High Stop Band Rejection for Ceramic Loaded Waveguide Filters.

Sharjeel Afridi, Usman Ahmed, Abdul Rehman Gilal, Jafreezal Jaafar, Izzatdin Abdul Aziz, Muhammad Yameen Sandhu

IEEE Access, 2020

Efficient Mining of Pareto-Front High Expected Utility Patterns.

Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya

Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

Adaptation of IDPT System Based on Patient-Authored Text Data using NLP.

Suresh Kumar Mukhiya, Usman Ahmed, Fazle Rabbi, Ka I Pun, Yngve Lamo

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Bio-inspired heuristics hybrid with sequential quadratic programming and interior-point methods for reliable treatment of economic load dispatch problem.

Muhammad Asif Zahoor Raja, Usman Ahmed, Aneela Zameer, Adiqa Kausar Kiani, Naveed Ishtiaq Chaudhary

Neural Comput. Appl., 2019

Troodon: A machine-learning based load-balancing application scheduler for CPU-GPU system.

Yasir Noman Khalid, Muhammad Aleem, Usman Ahmed, Muhammad Arshad Islam, Muhammad Azhar Iqbal

J. Parallel Distributed Comput., 2019

Suggestion Miner at SemEval-2019 Task 9: Suggestion Detection in Online Forum using Word Graph.

Usman Ahmed, Humera Liaquat, Luqman Ahmed, Syed Jawad Hussain

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018

Section-Based Focus Time Estimation of News Articles.

Shafiq Ur Rehman Khan, Muhammad Arshad Islam, Muhammad Aleem, Muhammad Azhar Iqbal, Usman Ahmed

IEEE Access, 2018

Automation of RF Characterization Process for the Development of Feedforward AGC of Software Defined Radio.

Muhammad Zeeshan, Adeel Asim, Usman Ahmed, Muhammad Waqas Khan, Naeem Amjad, Waqar Ahmed

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Irony Detector at SemEval-2018 Task 3: Irony Detection in English Tweets using Word Graph.

Usman Ahmed, Lubna Zafar, Faiza Qayyum, Muhammad Arshad Islam

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Violent material detection system.

Khurram Shahzad, Abdul Moiz, Usman Ahmed, Syed Jawad Hussain, Khalid Hussain, Ahthasham Sajid

Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

The users experience quality of responsive web design on multiple devices.

Asad Jameel, Khurram Shahzad, Afia Zafar, Usman Ahmed, Syed Jawad Hussain, Ahthasham Sajid

Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

Web technologies used for virtual classroom.

Attia Nafees Ul Haq, Khurram Shahzad, Usman Ahmed, Syed Jawad Hussain, Ahthasham Sajid

Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

Appliances Scheduling Using State-of-the-Art Algorithms for Residential Demand Response.

Rasool Bukhsh, Zafar Iqbal, Nadeem Javaid, Usman Ahmed, Asif Khan, Zahoor Ali Khan

Proceedings of the Advances in Internet, 2018

Appliances Scheduling Using Hybrid Scheme of Genetic Algorithm and Elephant Herd Optimization for Residential Demand Response.

Rasool Bukhsh, Nadeem Javaid, Zafar Iqbal, Usman Ahmed, Zeeshan Ahmad, Muhammad Nadeem Iqbal

Proceedings of the 32nd International Conference on Advanced Information Networking and Applications Workshops, 2018

2017

Computing Semantic Trajectories: Methods and Used Techniques.

Thouraya Sakouhi, Jalel Akaichi, Usman Ahmed

Proceedings of the Intelligent Interactive Multimedia Systems and Services 2017, 2017

Exploiting Polarity Features for Developing Sentiment Analysis Tool.

Lubna Zafar, Muhammad Tanvir Afzal, Usman Ahmed

Proceedings of the 3rd International Workshop at ESWC on Emotions, 2017

2016

An Experimental Approach and Monitoring Tools for Evaluating a Dynamic Cubing System.

Anne Tchounikine, Maryvonne Miquel, Usman Ahmed

Int. J. Data Warehous. Min., 2016

2015

Experimental Evaluation of a Dynamic Cubing System: Workflow, Metrics, and Prototype.

Anne Tchounikine, Maryvonne Miquel, Usman Ahmed

Proceedings of the Actes des 11es journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2015

2014

Dynamic cubing for hierarchical multidimensional data space.

Usman Ahmed, Anne Tchounikine, Maryvonne Miquel

J. Decis. Syst., 2014

2013

Dynamic cubing for hierarchical multidimensional data space. (Cube de données dynamique pour un espace de données hiérarchique multidimensionnel).

Usman Ahmed

PhD thesis, 2013

2012

Matérialisation partielle et interrogation d'un hypercube de données dynamiques.

Usman Ahmed, Anne Tchounikine, Maryvonne Miquel

Proceedings of the Actes des 8èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2012

2011

Performance and Cost Tradeoffs in Metal-Programmable Structured ASICs (MPSAs).

Usman Ahmed, Guy G. Lemieux, Steven J. E. Wilton

IEEE Trans. Very Large Scale Integr. Syst., 2011

2010

The impact of interconnect architecture on via-programmed structured ASICs (VPSAs).

Usman Ahmed, Guy G. Lemieux, Steven J. E. Wilton

Proceedings of the ACM/SIGDA 18th International Symposium on Field Programmable Gate Arrays, 2010

Real-Time Temporal Data Warehouse Cubing.

Usman Ahmed, Anne Tchounikine, Maryvonne Miquel, Sylvie Servigne

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2008

CAD tool for hardware software co-synthesis of heterogeneous multiple processor embedded architectures.

Gul N. Khan, Usman Ahmed

Des. Autom. Embed. Syst., 2008

2007

Hardware-Software Cosynthesis of Multiprocessor Embedded Architectures.

Gul N. Khan, Usman Ahmed

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007