International Journal of Swarm Intelligence Research (IJSIR)

2010 - 2025

Current editor(s): Yuhui Shi

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Volume 12, issue 4, 2021

Automatic Face Emotion Recognition With the Aid of Probability-Based Bird Swarm-Trained Neural Network pp. 1-24

Bhagyashri Devi and M. Mary Synthuja Jain Preetha

Particle Swarm Optimization in Bioinformatics, Image Processing, and Computational Linguistics pp. 25-44

Badal Soni, Satashree Roy and Shiv Warsi

Collective Strategies With a Master-Slave Mechanism Dominate in Spatial-Iterated Prisoner's Dilemma pp. 45-56

Jiawei Li, Robert Duncan, Jingpeng Li and Ruibin Bai

An Efficient Regression Test Suite Optimization Approach Using Hybrid Spider Monkey Optimization Algorithm pp. 57-80

Arun Prakash Agrawal, Ankur Choudhary and Parma Nand

Adaptive Grouping Brain Storm Optimization for Multimodal Optimization Problems pp. 81-100

Yao Peng, Zepeng Shen and Shiqi Wang

A Discrete Crow Search Algorithm for Mining Quantitative Association Rules pp. 101-124

Makhlouf Ledmi, Hamouma Moumen, Abderrahim Siam, Hichem Haouassi and Nabil Azizi

A Reliable Behavioral Model: Optimizing Energy Consumption and Object Clustering Quality by Naïve Robots pp. 125-145

Wafa Aouadj, Mohamed-Rida Abdessemed and Rachid Seghir

Hybrid Multi-Population and Adaptive Search Range Strategy With Particle Swarm Optimization for Multimodal Optimization pp. 146-168

Shiqi Wang, Zepeng Shen and Yao Peng

Biomedical Document Clustering Based on Accelerated Symbiotic Organisms Search Algorithm pp. 169-185

Saida Ishak Boushaki, Omar Bendjeghaba and Nadjet Kamel

Multi-Objective Artificial Bee Colony Algorithm for Parameter-Free Neighborhood-Based Clustering pp. 186-204

Fatima Boudane and Ali Berrichi

Volume 12, issue 3, 2021

Multi-Objective Hydro-Thermal Scheduling Problem Using Two Novel Optimization Techniques pp. 1-36

Provas Kumar Roy, Moumita Pradhan and Tandra Pal

Bioinspired Inference System for MR Image Segmentation and Multiple Sclerosis Detection pp. 37-57

Hakima Zouaoui and Abdelouahab Moussaoui

Cockroach Swarm Optimization Algorithm for High Utility Association Rule Mining pp. 58-77

Sivamathi Abarajithan and S. Vijayarani Mohan

GABC: A Hybrid Approach for Feature Selection Using Artificial Bee Colony and Genetic Operators pp. 78-95

Bindu M. G. and Sabu M. K.

Optimization of Modern Manufacturing Processes Using Three Multi-Objective Evolutionary Algorithms: A Step Towards Selecting Efficient Algorithms pp. 96-124

Arindam Majumder

Accelerated Cuckoo Search With Extended Diversification and Intensification pp. 125-148

Deepak Garg and Pardeep Kumar

A Self-Adaptive Hybrid Bat Algorithm for Training Feedforward Neural Networks pp. 149-171

Rabab Bousmaha, Reda Mohamed Hamou and Abdelmalek Amine

Multifactorial Particle Swarm Optimization Enhanced by Hybridization With Firefly Algorithm pp. 172-187

Heng Xiao, Yokoya and Toshiharu Hatanaka

A Fuzzy Cooperative Approach to Resolve the Image Segmentation Problem pp. 188-214

Hamza Abdellahoum and Abdelmajid Boukra

Model Selecting PSO-FA Hybrid for Complex Function Optimization pp. 215-232

Heng Xiao and Toshiharu Hatanaka

Volume 12, issue 2, 2021

A Nonlinear Weight-Optimized Maintainability Index of Software Metrics by Grey Wolf Optimization pp. 1-21

Gokul Yenduri and Veeranjaneyulu Naralasetti

Study of Swarm Intelligence Algorithms for Optimizing Deep Neural Network for Bitcoin Prediction pp. 22-38

S. Aarif Ahamed and Chandrasekar Ravi

BeeRank: A Heuristic Ranking Model to Optimize the Retrieval Process pp. 39-56

Shadab Irfan and Rajesh Kumar Dhanaraj

An Intelligent Network Intrusion Detection System Using Particle Swarm Optimization (PSO) and Deep Network Networks (DNN) pp. 57-73

Preethi D. and Neelu Khare

Meta-Heuristic MOALO Algorithm for Energy-Aware Clustering in the Internet of Things pp. 74-93

Ravi Kumar Poluru and R. Lokeshkumar

Recommending Turmeric Variety for Higher Production Using Interval-Valued Fuzzy Soft Set Model and PSO pp. 94-110

R. K. Mohanty and B. K. Tripathy

Volume 12, issue 1, 2021

Particle Swarm Optimization-Based Data Aggregation in Wireless Sensor Network: Proposed PSO-SNAP Protocol pp. 1-16

Meeta Gupta and Adwitiya Sinha

A Comparative Analysis of Evolutionary Algorithms for Data Classification Using KEEL Tool pp. 17-28

Amrit Pal Singh, Chetna Gupta, Rashpal Singh and Nandini Singh

An Impact Analysis and Detection of HTTP Flooding Attack in Cloud Using Bio-Inspired Clustering Approach pp. 29-49

Priyanka Verma, Shashikala Tapaswi and W. Wilfred Godfrey

Automatic Ear Localization Using Entropy-Based Binary Jaya Algorithm and Weighted Hausdorff Distance pp. 50-76

Partha Pratim Sarangi, Abhimanyu Sahu, Madhumita Panda and Bhabani Shankar Prasad Mishra

Hybrid Optimization Technique for Enhancing the Stability of Inverted Pendulum System pp. 77-97

M. E. Mousa, M. A. Ebrahim, Magdy M. Zaky, E. M. Saied and S. A. Kotb

Hybrid Approach for Solving the Q3AP pp. 98-114

Imène Ait Abderrahim and Lakhdar Loukil

Volume 11, issue 4, 2020

Optimization of Text Feature Selection Process Based on Advanced Searching for News Classification pp. 1-23

Khin Sandar Kyaw and Somchai Limsiroratana

Renewable Energy-Based Economic Load Dispatch Using Two-Step Biogeography-Based Optimization and Butterfly Optimization Algorithm pp. 24-60

Subham Kundu, Provas Kumar Roy and Barun Mandal

A Probabilistic Multi-Objective Approach for Power Flow Optimization in Hybrid Wind-Based Power Systems Using Grasshopper Optimization Algorithm pp. 61-86

Barun Mandal and Provas Kumar Roy

Optimal Constrained Tuning of PI-Controllers via a New PSO-Based Technique pp. 87-105

Yuriy Romasevych, Viatcheslav Loveikin and Valeriy Makarets

Sensor Localization in Wireless Sensor Networks Using Cultural Algorithm pp. 106-122

Vaishali Raghavendra Kulkarni and Veena Desai

Modified Moth-Flame Optimization Algorithm-Based Multilevel Minimum Cross Entropy Thresholding for Image Segmentation pp. 123-139

Abdul Kayom Md Khairuzzaman and Saurabh Chaudhury

Volume 11, issue 3, 2020

Entropy-Based Breast Cancer Detection in Digital Mammograms Using World Cup Optimization Algorithm pp. 1-18

Navid Razmjooy, Vania Estrela and Hermes Jose Loschi

Dead Sea Water Levels Analysis Using Artificial Neural Networks and Firefly Algorithm pp. 19-29

Nawaf N. Hamadneh

A Hybrid Optimization Method OWGWA for EEG/ERP Adaptive Noise Canceller With Controlled Search Space pp. 30-48

Rachana Nagal, Pradeep Kumar and Poonam Bansal

A Hybrid Grey Wolves Optimizer and Convolutional Neural Network for Pollen Grain Recognition pp. 49-71

Hanane Menad, Farah Ben-naoum and Abdelmalek Amine

A New Deep Learning Model Selection Method for Colorectal Cancer Classification pp. 72-88

Nassima Dif and Zakaria Elberrichi

Fuzzy Optimized Gravitational Search Algorithm for Disease Prediction pp. 89-103

Utkarsh Yadav, Twishi Tyagi and Sushama Nagpal

Volume 11, issue 2, 2020

Swarm Intelligent Data Aggregation in Wireless Sensor Network pp. 1-18

Jinil Persis Devarajan and T. Paul Robert

Structure Learning of Bayesian Networks Using Elephant Swarm Water Search Algorithm pp. 19-30

Shahab Wahhab Kareem and Mehmet Cudi Okur

Symbiotic Organisms Search Optimization for Multilevel Image Thresholding pp. 31-61

Falguni Chakraborty, Provas Kumar Roy and Debashis Nandi

Genetic Algorithm Influenced Top-N Recommender System to Alleviate New User Cold Start Problem pp. 62-79

Sharon Moses J. and Dhinesh Babu L.D.

Volume 11, issue 1, 2020

Anti-Predatory NIA for Unconstrained Mathematical Optimization Problems pp. 1-23

Rohit Kumar Sachan and Dharmender Singh Kushwaha

Intelligent Techniques for Prediction of Engineering Colleges After XII pp. 24-43

Mukta Goyal, Rajalakshmi Krishnamurthi, Gokul Gupta and Abhishek Sharma

Dr. Query: A Predictive Mobile-Based Healthcare Tool for Querying Drug pp. 44-64

Megha Rathi, Vaibhav Grover and Twinkle Kheterpal

Gene Expression Dataset Classification Using Artificial Neural Network and Clustering-Based Feature Selection pp. 65-86

Audu Musa Mabu, Rajesh Prasad and Raghav Yadav