Usman Ahmed

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 82

Top Venues

ICFNDS

Appl. Intell.

IEEE Access

ACM Trans. Asian Low Resour. Lang. Inf. Process.

Institut national des sciences appliquées de Lyon, Lyon - Villeurbanne, France (PHD)

Education History

Institut national des sciences appliquées de Lyon, Lyon - Villeurbanne, France

PHD

Publications

Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Emotional Intelligence Attention Unsupervised Learning Using Lexicon Analysis for Irony-based Advertising. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (1) (2024)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Semisupervised Federated Learning for Temporal News Hyperpatism Detection. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun, Amit Kumar Singh
Deep Active Learning Intrusion Detection and Load Balancing in Software-Defined Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Multivariate time-series sensor vital sign forecasting of cardiovascular and chronic respiratory diseases. Sustain. Comput. Informatics Syst. 38 (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Hyper-Graph Attention Based Federated Learning Methods for Use in Mental Health Detection. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Alireza Jolfaei
Active Learning Based Adversary Evasion Attacks Defense for Malwares in the Internet of Things. IEEE Syst. J. 17 (2) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun
Enhancing Stock Portfolios for Enterprise Management and Investment in Energy Industry. IEEE Trans. Ind. Informatics 19 (6) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger
Federated deep active learning for attention-based transaction classification. Appl. Intell. 53 (8) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Exploring the Potential of Cyber Manufacturing System in the Digital Age. ACM Trans. Internet Techn. 23 (4) (2023)
Husnain Rafiq, Nauman Aslam, Usman Ahmed, Jerry Chun-Wei Lin
Mitigating Malicious Adversaries Evasion Attacks in Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Abdul Jamil, Mohsin Ashraf, Asif Farooq, Muhammad Bilal Khan, Usman Ahmed, Muhammad Umair
An Optimized Algorithm for Human Portrait Image Segmentation Using U-Net. ICACS (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT. ACM Trans. Sens. Networks 19 (3) (2023)
Usman Ahmed, Jerry Chun-Wei Lin
Robust adversarial uncertainty quantification for deep learning fine-tuning. J. Supercomput. 79 (10) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Graph Attention Network for Text Classification and Detection of Mental Disorder. ACM Trans. Web 17 (3) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Social Media Multiaspect Detection by Using Unsupervised Deep Active Attention. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Multi-Aspect Deep Active Attention Network for Healthcare Explainable Adoption. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Temporal positional lexicon expansion for federated learning based on hyperpatism detection. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Deep Fuzzy Contrast-Set Deviation Point Representation and Trajectory Detection. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Privacy-Preserving Deep Reinforcement Learning in Vehicle Ad Hoc Networks. IEEE Consumer Electron. Mag. 11 (6) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Mitigating adversarial evasion attacks of ransomware using ensemble learning. Comput. Electr. Eng. 100 (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Stefania Tomasiello, Gautam Srivastava
An Explainable Mental Health Fuzzy Deep Active Learning Technique. FUZZ-IEEE (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Hyper-graph-based attention curriculum learning using a lexical algorithm for mental health. Pattern Recognit. Lett. 157 (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Efficient Multimedia Frame-Skipping Architecture Using Deep Learning in Vehicular Networks. IEEE Multim. 29 (2) (2022)
Usman Ahmed, Gautam Srivastava, Youcef Djenouri, Jerry Chun-Wei Lin
Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Fuzzy Contrast Set Based Deep Attention Network for Lexical Analysis and Mental Health Treatment. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (5) (2022)
Usman Ahmed
Sequence-Driven Analytics and Prediction. CIKM (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Privacy-Preserving Active Learning on the Internet of 5G Connected Artificial Intelligence of Things. IEEE Internet Things Mag. 5 (1) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Intrusion Detection and Load Balancing using Active Learning Model in SDVNs. GLOBECOM (Workshops) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Hsing-Chung Chen
Deep active reinforcement learning for privacy preserve data mining in 5G environments. J. Intell. Fuzzy Syst. 42 (5) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
A ML-based resource utilization OpenCL GPU-kernel fusion model. Sustain. Comput. Informatics Syst. 35 (2022)
Usman Ahmed, Gautam Srivastava, Unil Yun, Jerry Chun-Wei Lin
EANDC: An explainable attention network based deep adaptive clustering model for mental health treatment. Future Gener. Comput. Syst. 130 (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Mahammad Shareef Mekala, Ho-Youl Jung
Fuzzy Active Learning to Detect OpenCL Kernel Heterogeneous Machines in Cyber Physical Systems. IEEE Trans. Fuzzy Syst. 30 (11) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
A resource allocation deep active learning based on load balancer for network intrusion detection in SDN sensors. Comput. Commun. 184 (2022)
Usman Ahmed, Jerry Chun-Wei Lin
Adversarial Ensemble Modeling for Evasion Attack Detection. SCIS/ISIS (2022)
Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin
Reliable customer analysis using federated learning and exploring deep-attention edge intelligence. Future Gener. Comput. Syst. 127 (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Heterogeneous Energy-aware Load Balancing for Industry 4.0 and IoT Environments. ACM Trans. Manag. Inf. Syst. 13 (4) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Ensemble-based deep meta learning for medical image segmentation. J. Intell. Fuzzy Syst. 42 (5) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Feedback Learning in Software-Defined Mobile Network for Resource Aware Load Balancing Under Fault Tolerance Conditions. IEEE Instrum. Meas. Mag. 25 (7) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Mitigating adversarial evasion attacks by deep active learning for medical image classification. Multim. Tools Appl. 81 (29) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Mental Health Treatments Using an Explainable Adaptive Clustering Model. PAKDD (3) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Deep-Attention Model to Analyze Reliable Customers via Federated Learning. IJCNN (2021)
Usman Ahmed, Muhammad Aleem, Yasir Noman Khalid, Muhammad Arshad Islam, Muhammad Azhar Iqbal
RALB-HC: A resource-aware load balancer for heterogeneous cluster. Concurr. Comput. Pract. Exp. 33 (14) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu
Detection of Trajectory Outliers in Intelligent Transportation Systems. IEEE BigData (2021)
Jerry Chun-Wei Lin, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Youcef Djenouri
Linguistic frequent pattern mining using a compressed structure. Appl. Intell. 51 (7) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Muhammad Aleem
A load balance multi-scheduling model for OpenCL kernel tasks in an integrated cluster. Soft Comput. 25 (1) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng
Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications. ISPACS (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Energy-aware Load Balancing in Heterogeneous Environments. ICFNDS (2021)
Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin
A Machine Learning Model for Data Sanitization. Comput. Networks 189 (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Fuzzy Explainable Attention-based Deep Active Learning on Mental-Health Data. FUZZ-IEEE (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Generative Ensemble Learning for Mitigating Adversarial Malware Detection in IoT. ICNP (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Rizwan Yasin, Youcef Djenouri
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases. IEEE Trans. Emerg. Top. Comput. Intell. 5 (1) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Unmanned Aerial Multi-Object Dynamic Frame Detection and Skipping Using Deep Learning on the Internet of Drones. IEEE Internet Things Mag. 4 (4) (2021)
Usman Ahmed, Chunxiao Li
Machine Learning for Diabetes Prediction. ICTC (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining. ICDCN (Adjunct Volume) (2021)
Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin
A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems. J. Netw. Syst. Manag. 29 (4) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
Network-Aware SDN Load Balancer with Deep Active Learning based Intrusion Detection Model. IJCNN (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava
5G-Empowered Drone Networks in Federated and Deep Reinforcement Learning Environments. IEEE Commun. Stand. Mag. 5 (4) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
A nutrient recommendation system for soil fertilization based on evolutionary computation. Comput. Electron. Agric. 189 (2021)
Yasir Noman Khalid, Muhammad Aleem, Usman Ahmed, Radu Prodan, Muhammad Arshad Islam, Muhammad Azhar Iqbal
FusionCL: a machine-learning based approach for OpenCL kernel fusion to increase system performance. Computing 103 (10) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Philippe Fournier-Viger
A Transaction Classification Model of Federated Learning. IEA/AIE (1) (2021)
Afifa Maryam, Usman Ahmed, Muhammad Aleem, Jerry Chun-Wei Lin, Muhammad Arshad Islam, Muhammad Azhar Iqbal
cHybriDroid: A Machine Learning-Based Hybrid Technique for Securing the Edge Computing. Secur. Commun. Networks 2020 (2020)
Suresh Kumar Mukhiya, Usman Ahmed, Fazle Rabbi, Ka I Pun, Yngve Lamo
Adaptation of IDPT System Based on Patient-Authored Text Data using NLP. CBMS (2020)
Usman Ahmed, Humaira Waqas, Muhammad Tanvir Afzal
Pre-production box-office success quotient forecasting. Soft Comput. 24 (9) (2020)
Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya
Efficient Mining of Pareto-Front High Expected Utility Patterns. IEA/AIE (2020)
Sharjeel Afridi, Usman Ahmed, Abdul Rehman Gilal, Jafreezal Jaafar, Izzatdin Abdul Aziz, Muhammad Yameen Sandhu
High Stop Band Rejection for Ceramic Loaded Waveguide Filters. IEEE Access 8 (2020)
Jerry Chun-Wei Lin, Matin Pirouz, Youcef Djenouri, Chien-Fu Cheng, Usman Ahmed
Incrementally updating the high average-utility patterns with pre-large concept. Appl. Intell. 50 (11) (2020)
Chunxiao Li, Jie Yao, Haitao Wang, Usman Ahmed, Shixiao Du
Effect of Mobile Wireless on Outage and BER Performances Over Rician Fading Channel. IEEE Access 8 (2020)
Usman Ahmed, Humera Liaquat, Luqman Ahmed, Syed Jawad Hussain
Suggestion Miner at SemEval-2019 Task 9: Suggestion Detection in Online Forum using Word Graph. SemEval@NAACL-HLT (2019)
Muhammad Asif Zahoor Raja, Usman Ahmed, Aneela Zameer, Adiqa Kausar Kiani, Naveed Ishtiaq Chaudhary
Bio-inspired heuristics hybrid with sequential quadratic programming and interior-point methods for reliable treatment of economic load dispatch problem. Neural Comput. Appl. 31 (S-1) (2019)
Yasir Noman Khalid, Muhammad Aleem, Usman Ahmed, Muhammad Arshad Islam, Muhammad Azhar Iqbal
Troodon: A machine-learning based load-balancing application scheduler for CPU-GPU system. J. Parallel Distributed Comput. 132 (2019)
Rasool Bukhsh, Zafar Iqbal, Nadeem Javaid, Usman Ahmed, Asif Khan, Zahoor Ali Khan
Appliances Scheduling Using State-of-the-Art Algorithms for Residential Demand Response. EIDWT (2018)
Muhammad Zeeshan, Adeel Asim, Usman Ahmed, Muhammad Waqas Khan, Naeem Amjad, Waqar Ahmed
Automation of RF Characterization Process for the Development of Feedforward AGC of Software Defined Radio. UEMCON (2018)
Rasool Bukhsh, Nadeem Javaid, Zafar Iqbal, Usman Ahmed, Zeeshan Ahmad, Muhammad Nadeem Iqbal
Appliances Scheduling Using Hybrid Scheme of Genetic Algorithm and Elephant Herd Optimization for Residential Demand Response. AINA Workshops (2018)
Asad Jameel, Khurram Shahzad, Afia Zafar, Usman Ahmed, Syed Jawad Hussain, Ahthasham Sajid
The users experience quality of responsive web design on multiple devices. ICFNDS (2018)
Khurram Shahzad, Abdul Moiz, Usman Ahmed, Syed Jawad Hussain, Khalid Hussain, Ahthasham Sajid
Violent material detection system. ICFNDS (2018)
Shafiq Ur Rehman Khan, Muhammad Arshad Islam, Muhammad Aleem, Muhammad Azhar Iqbal, Usman Ahmed
Section-Based Focus Time Estimation of News Articles. IEEE Access 6 (2018)
Attia Nafees Ul Haq, Khurram Shahzad, Usman Ahmed, Syed Jawad Hussain, Ahthasham Sajid
Web technologies used for virtual classroom. ICFNDS (2018)
Usman Ahmed, Lubna Zafar, Faiza Qayyum, Muhammad Arshad Islam
Irony Detector at SemEval-2018 Task 3: Irony Detection in English Tweets using Word Graph. SemEval@NAACL-HLT (2018)
Lubna Zafar, Muhammad Tanvir Afzal, Usman Ahmed
Exploiting Polarity Features for Developing Sentiment Analysis Tool. EMSASW@ESWC (2017)
Thouraya Sakouhi, Jalel Akaichi, Usman Ahmed
Computing Semantic Trajectories: Methods and Used Techniques. IIMSS (2017)
Anne Tchounikine, Maryvonne Miquel, Usman Ahmed
An Experimental Approach and Monitoring Tools for Evaluating a Dynamic Cubing System. Int. J. Data Warehous. Min. 12 (4) (2016)
Anne Tchounikine, Maryvonne Miquel, Usman Ahmed
Experimental Evaluation of a Dynamic Cubing System: Workflow, Metrics, and Prototype. EDA (2015)
Usman Ahmed, Anne Tchounikine, Maryvonne Miquel
Dynamic cubing for hierarchical multidimensional data space. J. Decis. Syst. 23 (4) (2014)
Usman Ahmed, Anne Tchounikine, Maryvonne Miquel
Matérialisation partielle et interrogation d'un hypercube de données dynamiques. EDA (2012)
Usman Ahmed, Guy G. Lemieux, Steven J. E. Wilton
Performance and Cost Tradeoffs in Metal-Programmable Structured ASICs (MPSAs). IEEE Trans. Very Large Scale Integr. Syst. 19 (12) (2011)
Usman Ahmed, Anne Tchounikine, Maryvonne Miquel, Sylvie Servigne
Real-Time Temporal Data Warehouse Cubing. DEXA (2) (2010)
Usman Ahmed, Guy G. Lemieux, Steven J. E. Wilton
The impact of interconnect architecture on via-programmed structured ASICs (VPSAs). FPGA (2010)
Gul N. Khan, Usman Ahmed
CAD tool for hardware software co-synthesis of heterogeneous multiple processor embedded architectures. Des. Autom. Embed. Syst. 12 (4) (2008)
Gul N. Khan, Usman Ahmed
Hardware-Software Cosynthesis of Multiprocessor Embedded Architectures. AINA Workshops (1) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Usman Ahmed