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2020 – today
- 2024
- [j61]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
A Network-Aware Load Balancer Using Feedback Learning. IEEE Consumer Electron. Mag. 13(4): 42-50 (2024) - [j60]Usman Ahmed, Jiangbin Zheng, Ahmad Almogren, Sheharyar Khan, Muhammad Tariq Sadiq, Ayman Altameem, Ateeq Ur Rehman:
Explainable AI-based innovative hybrid ensemble model for intrusion detection. J. Cloud Comput. 13(1): 150 (2024) - [j59]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): 1:1-1:19 (2024) - [j58]Usman Ahmed, Jerry Chun-Wei Lin, Vicente García-Díaz:
Automatically Temporal Labeled Data Generation Using Positional Lexicon Expansion for Focus Time Estimation of News Articles. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23(5): 64 (2024) - [j57]Usman Ahmed, Jerry Chun-Wei Lin:
Deep Explainable Hate Speech Active Learning on Social-Media Data. IEEE Trans. Comput. Soc. Syst. 11(4): 4625-4635 (2024) - [j56]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Graph Attention-Based Curriculum Learning for Mental Healthcare Classification. IEEE J. Biomed. Health Informatics 28(5): 2581-2591 (2024) - [j55]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Multi-aspect detection and classification with multi-feed dynamic frame skipping in vehicle of internet things. Wirel. Networks 30(5): 4543-4554 (2024) - 2023
- [j54]Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger:
Federated deep active learning for attention-based transaction classification. Appl. Intell. 53(8): 8631-8643 (2023) - [j53]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) - [j52]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): 2434-2444 (2023) - [j51]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: 100868 (2023) - [j50]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Semisupervised Federated Learning for Temporal News Hyperpatism Detection. IEEE Trans. Comput. Soc. Syst. 10(4): 1758-1769 (2023) - [j49]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): 2137-2145 (2023) - [j48]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Deep Fuzzy Contrast-Set Deviation Point Representation and Trajectory Detection. IEEE Trans. Fuzzy Syst. 31(2): 571-581 (2023) - [j47]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): 960-968 (2023) - [j46]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): 7667-7675 (2023) - [j45]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): 768-777 (2023) - [j44]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): 1709-1717 (2023) - [j43]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): 953-961 (2023) - [j42]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): 54:1-54:38 (2023) - [j41]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): 49:1-49:18 (2023) - [j40]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Graph Attention Network for Text Classification and Detection of Mental Disorder. ACM Trans. Web 17(3): 19:1-19:31 (2023) - [c33]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: 1-6 - 2022
- [j39]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Mitigating adversarial evasion attacks of ransomware using ensemble learning. Comput. Electr. Eng. 100: 107903 (2022) - [j38]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Privacy-Preserving Deep Reinforcement Learning in Vehicle Ad Hoc Networks. IEEE Consumer Electron. Mag. 11(6): 41-48 (2022) - [j37]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: 56-63 (2022) - [j36]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: 70-79 (2022) - [j35]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: 106-113 (2022) - [j34]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Efficient Multimedia Frame-Skipping Architecture Using Deep Learning in Vehicular Networks. IEEE Multim. 29(2): 66-73 (2022) - [j33]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): 32-37 (2022) - [j32]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): 126-129 (2022) - [j31]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Ensemble-based deep meta learning for medical image segmentation. J. Intell. Fuzzy Syst. 42(5): 4307-4313 (2022) - [j30]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): 4751-4758 (2022) - [j29]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): 41899-41910 (2022) - [j28]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: 135-143 (2022) - [j27]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
A ML-based resource utilization OpenCL GPU-kernel fusion model. Sustain. Comput. Informatics Syst. 35: 100683 (2022) - [j26]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): 87:1-87:16 (2022) - [j25]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): 4618-4629 (2022) - [j24]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): 16514-16523 (2022) - [j23]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): 46:1-46:23 (2022) - [c32]Usman Ahmed:
Sequence-Driven Analytics and Prediction. CIKM 2022: 5104-5107 - [c31]Usman Ahmed, Jerry Chun-Wei Lin, Stefania Tomasiello, Gautam Srivastava:
An Explainable Mental Health Fuzzy Deep Active Learning Technique. FUZZ-IEEE 2022: 1-8 - [c30]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Intrusion Detection and Load Balancing using Active Learning Model in SDVNs. GLOBECOM (Workshops) 2022: 275-279 - [c29]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Mental Health Treatments Using an Explainable Adaptive Clustering Model. PAKDD (3) 2022: 212-222 - [c28]Usman Ahmed, Jerry Chun-Wei Lin:
Adversarial Ensemble Modeling for Evasion Attack Detection. SCIS/ISIS 2022: 1-4 - 2021
- [j22]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): 4806-4823 (2021) - [j21]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: 106407 (2021) - [j20]Usman Ahmed, Gautam Srivastava, Jerry Chun-Wei Lin:
A Machine Learning Model for Data Sanitization. Comput. Networks 189: 107914 (2021) - [j19]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): 2171-2202 (2021) - [j18]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) - [j17]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): 55-61 (2021) - [j16]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): 36-39 (2021) - [j15]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): 42 (2021) - [j14]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): 407-420 (2021) - [j13]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): 19-28 (2021) - [c27]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: 5484-5490 - [c26]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Fuzzy Explainable Attention-based Deep Active Learning on Mental-Health Data. FUZZ-IEEE 2021: 1-6 - [c25]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: 43-48 - [c24]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Energy-aware Load Balancing in Heterogeneous Environments. ICFNDS 2021: 841-847 - [c23]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Generative Ensemble Learning for Mitigating Adversarial Malware Detection in IoT. ICNP 2021: 1-5 - [c22]Usman Ahmed, Chunxiao Li:
Machine Learning for Diabetes Prediction. ICTC 2021: 16-19 - [c21]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Philippe Fournier-Viger:
A Transaction Classification Model of Federated Learning. IEA/AIE (1) 2021: 509-518 - [c20]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Deep-Attention Model to Analyze Reliable Customers via Federated Learning. IJCNN 2021: 1-7 - [c19]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
Network-Aware SDN Load Balancer with Deep Active Learning based Intrusion Detection Model. IJCNN 2021: 1-6 - [c18]Usman Ahmed, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Chien-Fu Cheng:
Privacy-Preserving Periodic Frequent Pattern Model in AIoT Applications. ISPACS 2021: 1-2 - 2020
- [j12]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: 91799-91806 (2020) - [j11]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: 109309-109314 (2020) - [j10]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): 3788-3807 (2020) - [j9]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: 8861639:1-8861639:14 (2020) - [j8]Usman Ahmed, Humaira Waqas, Muhammad Tanvir Afzal:
Pre-production box-office success quotient forecasting. Soft Comput. 24(9): 6635-6653 (2020) - [c17]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: 226-232 - [c16]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: 872-883
2010 – 2019
- 2019
- [j7]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: 79-94 (2019) - [j6]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): 447-475 (2019) - [c15]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: 1242-1246 - 2018
- [j5]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: 75452-75460 (2018) - [c14]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: 210-217 - [c13]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: 292-302 - [c12]Khurram Shahzad, Abdul Moiz, Usman Ahmed, Syed Jawad Hussain, Khalid Hussain, Ahthasham Sajid:
Violent material detection system. ICFNDS 2018: 56:1-56:3 - [c11]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: 69:1-69:6 - [c10]Attia Nafees Ul Haq, Khurram Shahzad, Usman Ahmed, Syed Jawad Hussain, Ahthasham Sajid:
Web technologies used for virtual classroom. ICFNDS 2018: 70:1-70:4 - [c9]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: 581-586 - [c8]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: 245-248 - 2017
- [c7]Lubna Zafar, Muhammad Tanvir Afzal, Usman Ahmed:
Exploiting Polarity Features for Developing Sentiment Analysis Tool. EMSASW@ESWC 2017 - [c6]Thouraya Sakouhi, Jalel Akaichi, Usman Ahmed:
Computing Semantic Trajectories: Methods and Used Techniques. IIMSS 2017: 390-399 - 2016
- [j4]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): 1-19 (2016) - 2015
- [c5]Anne Tchounikine, Maryvonne Miquel, Usman Ahmed:
Experimental Evaluation of a Dynamic Cubing System: Workflow, Metrics, and Prototype. EDA 2015: 177-192 - 2014
- [j3]Usman Ahmed, Anne Tchounikine, Maryvonne Miquel:
Dynamic cubing for hierarchical multidimensional data space. J. Decis. Syst. 23(4): 415-436 (2014) - 2013
- [b1]Usman Ahmed:
Dynamic cubing for hierarchical multidimensional data space. (Cube de données dynamique pour un espace de données hiérarchique multidimensionnel). Institut national des sciences appliquées de Lyon, Lyon - Villeurbanne, France, 2013 - 2012
- [c4]Usman Ahmed, Anne Tchounikine, Maryvonne Miquel:
Matérialisation partielle et interrogation d'un hypercube de données dynamiques. EDA 2012: 17-31 - 2011
- [j2]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): 2195-2208 (2011) - 2010
- [c3]Usman Ahmed, Anne Tchounikine, Maryvonne Miquel, Sylvie Servigne:
Real-Time Temporal Data Warehouse Cubing. DEXA (2) 2010: 159-167 - [c2]Usman Ahmed, Guy G. Lemieux, Steven J. E. Wilton:
The impact of interconnect architecture on via-programmed structured ASICs (VPSAs). FPGA 2010: 263-272
2000 – 2009
- 2008
- [j1]Gul N. Khan, Usman Ahmed:
CAD tool for hardware software co-synthesis of heterogeneous multiple processor embedded architectures. Des. Autom. Embed. Syst. 12(4): 313-343 (2008) - 2007
- [c1]Gul N. Khan, Usman Ahmed:
Hardware-Software Cosynthesis of Multiprocessor Embedded Architectures. AINA Workshops (1) 2007: 804-810
Coauthor Index
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