Nasimul Noman

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Topics

Genetic Algorithm

Top Venues

Publications

Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm. Evol. Intell. 17 (3) (2024)
Mehdi Abedi, Raymond Chiong, Nasimul Noman, Xiaoya Liao, Debiao Li
A Metaheuristic Framework for Energy-Intensive Industries With Batch Processing Machines. IEEE Trans. Engineering Management 71 (2024)
Cody Lewis, Vijay Varadharajan, Nasimul Noman, Udaya Kiran Tupakula
Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples With On-Policy Experiences. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Dalal Alshehri, Raymond Chiong, Nasimul Noman, Najmul Hasan, Shah Jahan Miah
Adoption of Remote Patient Monitoring Based on the Internet of Medical Things. PACIS (2024)
Pablo Moscato, Andrew Ciezak, Nasimul Noman
Dynamic Depth for Better Generalization in Continued Fraction Regression. GECCO (2023)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman
Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States. CDC (2023)
Cody Lewis, Vijay Varadharajan, Nasimul Noman
Attacks against Federated Learning Defense Systems and their Mitigation. J. Mach. Learn. Res. 24 (2023)
Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. CEC (2022)
Raymond Chiong, Nasimul Noman
Playing a Multi-action, Adversarial Game in a Dynamic Environment. SSCI (2022)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman
Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States. CoRR (2022)
Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. CEC (2022)
Ziad Hmwd A. Almtiri, Shah Jahan Miah, Nasimul Noman
Impact of Business Analytics and Decision Support Systems on E-commerce in SMEs. DataCom (2022)
Feisal Hadi Masmali, Shah Jahan Miah, Nasimul Noman
An Overview of the Internet of Things (IoT) Applications in the Health Sector in Saudi Arabi. DataCom (2022)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman, Mohsen Zamani
Optimal Actor-Critic Policy With Optimized Training Datasets. IEEE Trans. Emerg. Top. Comput. Intell. 6 (6) (2022)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience. CoRR (2021)
Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
Evolutionary Hyperparameter Optimisation for Sentence Classification. CEC (2021)
Ziad Hmwd A. Almtiri, Shah Jahan Miah, Nasimul Noman
Application of E-Commerce Technologies in accelerating the Success of SME Operation. CoRR (2021)
Chayan Banerjee, Zhiyong Chen, Nasimul Noman, Mohsen Zamani
Optimal Actor-Critic Policy with Optimized Training Datasets. CoRR (2021)
Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman
Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. CEC (2020)
Nasimul Noman, Pablo Moscato
Designing optimal combination therapy for personalised glioma treatment. Memetic Comput. 12 (4) (2020)
Mehdi Abedi, Raymond Chiong, Nasimul Noman, Rui Zhang
A multi-population, multi-objective memetic algorithm for energy-efficient job-shop scheduling with deteriorating machines. Expert Syst. Appl. 157 (2020)
Mohamad Mobasher-Kashani, Nasimul Noman, Stephan K. Chalup
Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart Homes. SSCI (2020)
Ali Bakhshi, Nasimul Noman, Zhiyong Chen, Mohsen Zamani, Stephan K. Chalup
Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm. CEC (2019)
Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman
A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation. SocProS (1) (2019)
Terry Truong, Pablo Moscato, Nasimul Noman
A Computational Approach for Designing Combination Therapy in Combating Glioblastoma. CEC (2019)
Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman
Improving the reliability of implicit averaging methods using new conditional operators for robust optimization. Swarm Evol. Comput. 51 (2019)
Amer Abu Zaher, Regina Berretta, Nasimul Noman, Pablo Moscato
An adaptive memetic algorithm for feature selection using proximity graphs. Comput. Intell. 35 (1) (2019)
Mehdi Abedi, Raymond Chiong, Nasimul Noman, Rui Zhang
A hybrid particle swarm optimisation approach for energy-efficient single machine scheduling with cumulative deterioration and multiple maintenances. SSCI (2017)
Mohammad Nazmul Haque, Nasimul Noman, Regina Berretta, Pablo Moscato
Optimising weights for heterogeneous ensemble of classifiers with differential evolution. CEC (2016)
Quang Huy Dinh, Nathanael Aubert, Nasimul Noman, Teruo Fujii, Yannick Rondelez, Hitoshi Iba
An Effective Method for Evolving Reaction Networks in Synthetic Biochemical Systems. IEEE Trans. Evol. Comput. 19 (3) (2015)
Quang Huy Dinh, Nasimul Noman, Hitoshi Iba
Oscillatory Synthetic biological System Construction using Interactive Evolutionary Computations. J. Comput. Sci. 10 (12) (2014)
Nasimul Noman, Leon Palafox, Hitoshi Iba
Evolving Genetic Networks for Synthetic Biology. New Gener. Comput. 31 (2) (2013)
Leon Palafox, Nasimul Noman, Hitoshi Iba
Reverse Engineering of Gene Regulatory Networks Using Dissipative Particle Swarm Optimization. IEEE Trans. Evol. Comput. 17 (4) (2013)
Leon Palafox, Nasimul Noman, Hitoshi Iba
Extending Population Based Incremental Learning using Dirichlet Processes. IEEE Congress on Evolutionary Computation (2013)
Dhammika S. Hettiarachchi, Nasimul Noman, Hitoshi Iba
Messy Genetic Algorithm for evolving mathematical function evaluating variable length gene regulatory networks. IEEE Congress on Evolutionary Computation (2013)
Kazuki Komiya, Nasimul Noman, Hitoshi Iba
The search for robust topologies of oscillatory gene regulatory networks by evolutionary computation. GECCO (Companion) (2012)
Nasimul Noman, Leon Palafox, Hitoshi Iba
On Model Selection Criteria in Reverse Engineering Gene Networks Using RNN Model. ICHIT (1) (2012)
Chaogang He, Nasimul Noman, Hitoshi Iba
An Improved Artificial Bee Colony Algorithm with Non-separable Operator. ICHIT (1) (2012)
Jiradej Vatanutanon, Nasimul Noman, Hitoshi Iba
Polynomial selection scheme with dynamic parameter estimation in cellular genetic algorithm. GECCO (2011)
Danushka Bollegala, Nasimul Noman, Hitoshi Iba
RankDE: learning a ranking function for information retrieval using differential evolution. GECCO (2011)
Nasimul Noman, Hitoshi Iba
? constrained differential evolution for economic dispatch with valve-point effect. Int. J. Bio Inspired Comput. 3 (6) (2011)
Nasimul Noman, Danushka Bollegala, Hitoshi Iba
An adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation (2011)
Nasimul Noman, Danushka Bollegala, Hitoshi Iba
Differential evolution with self adaptive local search. GECCO (2011)
Nasimul Noman, Hitoshi Iba
Solving dynamic economic dispatch problems using cellular differential evolution. IEEE Congress on Evolutionary Computation (2011)
A. K. M. Azad, Saima Shahid, Nasimul Noman, Hyunju Lee
Prediction of plant promoters based on hexamers and random triplet pair analysis. Algorithms Mol. Biol. 6 (2011)
Mitra Kabir, Nasimul Noman, Hitoshi Iba
Reverse engineering gene regulatory network from microarray data using linear time-variant model. BMC Bioinform. 11 (S-1) (2010)
Ashis Kumer Biswas, Nasimul Noman, Abdur Rahman Sikder
Machine learning approach to predict protein phosphorylation sites by incorporating evolutionary information. BMC Bioinform. 11 (2010)
Nasimul Noman, Jiradej Vatanutanon, Hitoshi Iba
Tuning selection pressure in differential evolution using local selection. NaBIC (2010)
Nasimul Noman, Hitoshi Iba
Cellular Differential Evolution Algorithm. Australasian Conference on Artificial Intelligence (2010)
Hiroyuki Ishiwata, Nasimul Noman, Hitoshi Iba
Emergence of Cooperation in a Bio-inspired Multi-agent System. Australasian Conference on Artificial Intelligence (2010)
Jiradej Vatanutanon, Nasimul Noman, Hitoshi Iba
Polynomial Selection: A new way to tune selective pressure. NaBIC (2010)
Nasimul Noman, Hitoshi Iba
Accelerating Differential Evolution Using an Adaptive Local Search. IEEE Trans. Evol. Comput. 12 (1) (2008)
Nasimul Noman, Hitoshi Iba
Inferring Gene Regulatory Networks using Differential Evolution with Local Search Heuristics. IEEE ACM Trans. Comput. Biol. Bioinform. 4 (4) (2007)
Nasimul Noman, Hitoshi Iba
On the Reconstruction of Gene Regulatory Networks from Noisy Expression Profiles. IEEE Congress on Evolutionary Computation (2006)
Nasimul Noman, Hitoshi Iba
A new generation alternation model for differential evolution. GECCO (2006)
Nasimul Noman, Hitoshi Iba
Inference of genetic networks using S-system: information criteria for model selection. GECCO (2006)
Nasimul Noman, Hitoshi Iba
Inference of gene regulatory networks using s-system and differential evolution. GECCO (2005)
Nasimul Noman, Hitoshi Iba
Enhancing differential evolution performance with local search for high dimensional function optimization. GECCO (2005)
Nasimul Noman, Kouichi Okada, Naoki Hosoyama, Hitoshi Iba
Use of clustering to improve the layout of gene network for visualization. IEEE Congress on Evolutionary Computation (2004)