Nasimul Noman - RankMe

73 papers A 9B 14Journal 30Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A fuzzy multi-objective neuro-evolutionary framework with bargaining-based selection for interpretable body fat prediction. Neurocomputing Farshid Keivanian, Niusha Shafiabady, Nasimul Noman, Zongwen Fan, Seyedali Mirjalili
2026	J	`jnl`	Enhancing Exploration in Actor-Critic Algorithms: An Approach to Incentivize Plausible Novel States. IEEE Trans. Cybern. Chayan Banerjee, Zhiyong Chen, Nasimul Noman
2025	J	`jnl`	AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions. CoRR Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu
2025	J	`jnl`	AI-generated content in cross-domain applications: Research trends, challenges and propositions. Knowl. Based Syst. Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu
2025	J	`jnl`	Achieving Robustness and Dropout Fairness with Hierarchical Federated Learning in Smart Grid Infrastructures. ACM Trans. Cyber Phys. Syst. Cody Lewis, Vijay Varadharajan, Nasimul Noman, Udaya Kiran Tupakula, Kallol Krishna Karmakar
2025	J	`jnl`	Factors influencing the adoption of Internet of Medical Things for remote patient monitoring: A systematic literature review. Comput. Biol. Medicine Dalal Alshehri, Nasimul Noman, Raymond Chiong, Shah Jahan Miah, Aaron L. Sverdlov, Doan Tm. Ngo
2025	B	`conf`	Feature Drift-Guided Adaptive ML Retraining: An MLOps Approach for Big Data Analytics. IEEE Big Data Md Nahid Parves Shakil, Md. Saiful Islam, Nasimul Noman, Marcella Papini
2024	J	`jnl`	A Metaheuristic Framework for Energy-Intensive Industries With Batch Processing Machines. IEEE Trans. Engineering Management Mehdi Abedi, Raymond Chiong, Nasimul Noman, Xiaoya Liao, Debiao Li
2024	J	`jnl`	A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm. Evol. Intell. Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
2024	—	`conf`	Adoption of Remote Patient Monitoring Based on the Internet of Medical Things. PACIS Dalal Alshehri, Raymond Chiong, Nasimul Noman, Najmul Hasan, Shah Jahan Miah
2024	—	`conf`	An Improved Prescriptive Tree-Based Model for Stochastic Parallel Machine Scheduling. AI (1) Siping Chen, Debiao Li, Nasimul Noman, Kyle Robert Harrison, Raymond Chiong
2024	J	`jnl`	Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning. ACM Trans. Intell. Syst. Technol. Cody Lewis, Vijay Varadharajan, Nasimul Noman, Udaya Kiran Tupakula
2024	J	`jnl`	Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples With On-Policy Experiences. IEEE Trans. Neural Networks Learn. Syst. Chayan Banerjee, Zhiyong Chen, Nasimul Noman
2024	A	`conf`	Mitigation of Gradient Inversion Attacks in Federated Learning with Private Adaptive Optimization. ICDCS Cody Lewis, Vijay Varadharajan, Nasimul Noman, Udaya Kiran Tupakula, Nan Li
2023	J	`jnl`	Attacks against Federated Learning Defense Systems and their Mitigation. J. Mach. Learn. Res. Cody Lewis, Vijay Varadharajan, Nasimul Noman
2023	—	`conf`	Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States. CDC Chayan Banerjee, Zhiyong Chen, Nasimul Noman
2023	A	`conf`	Dynamic Depth for Better Generalization in Continued Fraction Regression. GECCO Pablo Moscato, Andrew Ciezak, Nasimul Noman
2022	—	`conf`	An Overview of the Internet of Things (IoT) Applications in the Health Sector in Saudi Arabi. DataCom Feisal Hadi Masmali, Shah Jahan Miah, Nasimul Noman
2022	J	`jnl`	Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States. CoRR Chayan Banerjee, Zhiyong Chen, Nasimul Noman
2022	B	`conf`	Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. CEC Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan
2022	—	`conf`	Impact of Business Analytics and Decision Support Systems on E-commerce in SMEs. DataCom Ziad Hmwd A. Almtiri, Shah Jahan Miah, Nasimul Noman
2022	B	`conf`	Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. CEC Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
2022	J	`jnl`	Optimal Actor-Critic Policy With Optimized Training Datasets. IEEE Trans. Emerg. Top. Comput. Intell. Chayan Banerjee, Zhiyong Chen, Nasimul Noman, Mohsen Zamani
2022	—	`conf`	Playing a Multi-action, Adversarial Game in a Dynamic Environment. SSCI Raymond Chiong, Nasimul Noman
2021	J	`jnl`	Application of E-Commerce Technologies in accelerating the Success of SME Operation. CoRR Ziad Hmwd A. Almtiri, Shah Jahan Miah, Nasimul Noman
2021	B	`conf`	Evolutionary Hyperparameter Optimisation for Sentence Classification. CEC Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
2021	J	`jnl`	Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience. CoRR Chayan Banerjee, Zhiyong Chen, Nasimul Noman
2021	J	`jnl`	Optimal Actor-Critic Policy with Optimized Training Datasets. CoRR Chayan Banerjee, Zhiyong Chen, Nasimul Noman, Mohsen Zamani
2020	—	`ch.`	A Shallow Introduction to Deep Neural Networks. Deep Neural Evolution Nasimul Noman
2020	J	`jnl`	A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines. Expert Syst. Appl. Mehdi Abedi, Raymond Chiong, Nasimul Noman, Rui Zhang
2020	—	`book`	Deep Neural Evolution - Deep Learning with Evolutionary Computation Deep Neural Evolution Hitoshi Iba, Nasimul Noman
2020	J	`jnl`	Designing optimal combination therapy for personalised glioma treatment. Memetic Comput. Nasimul Noman, Pablo Moscato
2020	—	`ch.`	Fast Evolution of CNN Architecture for Image Classification. Deep Neural Evolution Ali Bakhshi, Stephan K. Chalup, Nasimul Noman
2020	—	`conf`	Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes. SSCI Mohamad Mobasher-Kashani, Nasimul Noman, Stephan K. Chalup
2020	B	`conf`	Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. CEC Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman
2019	B	`conf`	A Computational Approach for Designing Combination Therapy in Combating Glioblastoma. CEC Terry Truong, Pablo Moscato, Nasimul Noman
2019	—	`conf`	A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation. SocProS (1) Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman
2019	J	`jnl`	An adaptive memetic algorithm for feature selection using proximity graphs. Comput. Intell. Amer Abu Zaher, Regina Berretta, Nasimul Noman, Pablo Moscato
2019	B	`conf`	Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm. CEC Ali Bakhshi, Nasimul Noman, Zhiyong Chen, Mohsen Zamani, Stephan K. Chalup
2019	J	`jnl`	Improving the reliability of implicit averaging methods using new conditional operators for robust optimization. Swarm Evol. Comput. Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman
2017	—	`conf`	A hybrid particle swarm optimisation approach for energy-efficient single machine scheduling with cumulative deterioration and multiple maintenances. SSCI Mehdi Abedi, Raymond Chiong, Nasimul Noman, Rui Zhang
2016	B	`conf`	Optimising weights for heterogeneous ensemble of classifiers with differential evolution. CEC Mohammad Nazmul Haque, Nasimul Noman, Regina Berretta, Pablo Moscato
2015	J	`jnl`	An Effective Method for Evolving Reaction Networks in Synthetic Biochemical Systems. IEEE Trans. Evol. Comput. Quang Huy Dinh, Nathanael Aubert, Nasimul Noman, Teruo Fujii, Yannick Rondelez, Hitoshi Iba
2014	J	`jnl`	Oscillatory Synthetic biological System Construction using Interactive Evolutionary Computations. J. Comput. Sci. Quang Huy Dinh, Nasimul Noman, Hitoshi Iba
2013	J	`jnl`	Evolving Genetic Networks for Synthetic Biology. New Gener. Comput. Nasimul Noman, Leon Palafox, Hitoshi Iba
2013	B	`conf`	Extending Population Based Incremental Learning using Dirichlet Processes. IEEE Congress on Evolutionary Computation Leon Palafox, Nasimul Noman, Hitoshi Iba
2013	B	`conf`	Messy Genetic Algorithm for evolving mathematical function evaluating variable length gene regulatory networks. IEEE Congress on Evolutionary Computation Dhammika S. Hettiarachchi, Nasimul Noman, Hitoshi Iba
2013	J	`jnl`	Reverse Engineering of Gene Regulatory Networks Using Dissipative Particle Swarm Optimization. IEEE Trans. Evol. Comput. Leon Palafox, Nasimul Noman, Hitoshi Iba
2012	—	`conf`	An Improved Artificial Bee Colony Algorithm with Non-separable Operator. ICHIT (1) Chaogang He, Nasimul Noman, Hitoshi Iba
2012	—	`conf`	On Model Selection Criteria in Reverse Engineering Gene Networks Using RNN Model. ICHIT (1) Nasimul Noman, Leon Palafox, Hitoshi Iba
2012	—	`conf`	The search for robust topologies of oscillatory gene regulatory networks by evolutionary computation. GECCO (Companion) Kazuki Komiya, Nasimul Noman, Hitoshi Iba
2011	J	`jnl`	? constrained differential evolution for economic dispatch with valve-point effect. Int. J. Bio Inspired Comput. Nasimul Noman, Hitoshi Iba
2011	B	`conf`	An adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011	A	`conf`	Differential evolution with self adaptive local search. GECCO Nasimul Noman, Danushka Bollegala, Hitoshi Iba
2011	A	`conf`	Polynomial selection scheme with dynamic parameter estimation in cellular genetic algorithm. GECCO Jiradej Vatanutanon, Nasimul Noman, Hitoshi Iba
2011	J	`jnl`	Prediction of plant promoters based on hexamers and random triplet pair analysis. Algorithms Mol. Biol. A. K. M. Azad, Saima Shahid, Nasimul Noman, Hyunju Lee
2011	A	`conf`	RankDE: learning a ranking function for information retrieval using differential evolution. GECCO Danushka Bollegala, Nasimul Noman, Hitoshi Iba
2011	B	`conf`	Solving dynamic economic dispatch problems using cellular differential evolution. IEEE Congress on Evolutionary Computation Nasimul Noman, Hitoshi Iba
2010	—	`conf`	Cellular Differential Evolution Algorithm. Australasian Conference on Artificial Intelligence Nasimul Noman, Hitoshi Iba
2010	—	`conf`	Emergence of Cooperation in a Bio-inspired Multi-agent System. Australasian Conference on Artificial Intelligence Hiroyuki Ishiwata, Nasimul Noman, Hitoshi Iba
2010	J	`jnl`	Machine learning approach to predict protein phosphorylation sites by incorporating evolutionary information. BMC Bioinform. Ashis Kumer Biswas, Nasimul Noman, Abdur Rahman Sikder
2010	—	`conf`	Polynomial Selection: A new way to tune selective pressure. NaBIC Jiradej Vatanutanon, Nasimul Noman, Hitoshi Iba
2010	J	`jnl`	Reverse engineering gene regulatory network from microarray data using linear time-variant model. BMC Bioinform. Mitra Kabir, Nasimul Noman, Hitoshi Iba
2010	—	`conf`	Tuning selection pressure in differential evolution using local selection. NaBIC Nasimul Noman, Jiradej Vatanutanon, Hitoshi Iba
2008	J	`jnl`	Accelerating Differential Evolution Using an Adaptive Local Search. IEEE Trans. Evol. Comput. Nasimul Noman, Hitoshi Iba
2007	J	`jnl`	Inferring Gene Regulatory Networks using Differential Evolution with Local Search Heuristics. IEEE ACM Trans. Comput. Biol. Bioinform. Nasimul Noman, Hitoshi Iba
2007	—	`ch.`	Inferring Regulations in a Genomic Network from Gene Expression Profiles. Analysis of Biological Data: A Soft Computing Approach Nasimul Noman, Hitoshi Iba
2006	A	`conf`	A new generation alternation model for differential evolution. GECCO Nasimul Noman, Hitoshi Iba
2006	A	`conf`	Inference of genetic networks using S-system: information criteria for model selection. GECCO Nasimul Noman, Hitoshi Iba
2006	B	`conf`	On the Reconstruction of Gene Regulatory Networks from Noisy Expression Profiles. IEEE Congress on Evolutionary Computation Nasimul Noman, Hitoshi Iba
2005	A	`conf`	Enhancing differential evolution performance with local search for high dimensional function optimization. GECCO Nasimul Noman, Hitoshi Iba
2005	A	`conf`	Inference of gene regulatory networks using s-system and differential evolution. GECCO Nasimul Noman, Hitoshi Iba
2004	B	`conf`	Use of clustering to improve the layout of gene network for visualization. IEEE Congress on Evolutionary Computation Nasimul Noman, Kouichi Okada, Naoki Hosoyama, Hitoshi Iba