International Journal of Information Technology & Decision Making (IJITDM)

2002 - 2026

Current editor(s): Yong Shi

From World Scientific Publishing Co. Pte. Ltd.
Bibliographic data for series maintained by Tai Tone Lim ().

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Volume 25, issue 07, 2026

Editor’s Introduction pp. 2259-2264

Yong Shi

Innovative Evolutions in Multicriteria Decision–Making: Discovering Complex Challenges in Contemporary Decision–Making (2021–2023) pp. 2265-2309

Naeimeh Akbari-Gharalari, Yashar Pourrahimian and Farshad Nezhadshahmohammad

A Hybrid Approach Based on the Two Weight Vectors and Extended TOPSIS Methods with Application in Cybersecurity pp. 2311-2339

Constanta Zoie Radulescu, Marius Radulescu, Adrian Victor Vevera and Radu Boncea

Efficient Dynamic Load Balancing in Cloud Computing Utilizing Biruni Earth Radius Optimization Algorithm pp. 2341-2367

Lokendra Singh Umrao, Ekta Patel, Chandra Mani Mishra and Harshita Singh

An Information Fusion Model Based on Error–Dependent High–Order Fuzzy Cognitive Maps and Long Short–Term Memory Network for Financial Market Prediction pp. 2369-2397

Yameng Zhang, Yan Song and Guoliang Wei

A Multi–Criteria Decision–Making Approach for Ranking Antiepileptic Drugs Using Topological Indices pp. 2399-2424

Mehri Hasani and Masoud Ghods

Motivational Theory Perspective of Factors Influencing MOBA In–game Items Purchase: A Fuzzy DEMATEL Approach pp. 2425-2463

Nadjim Mkedder, Mahmut Bakır and Manish Das

A Ratio–Based Method to Solve Multiple Criteria Decision–Making Problems with Interval–Valued Fuzzy Numbers pp. 2465-2496

M. Taghizadeh, A. Hadi-Vencheh, M. Jalali and A. Jamshidi

Evaluating ML Models for Code Smell Detection Using Multi–Criteria Analysis pp. 2497-2543

Ruchin Gupta and Vandana Gupta

A Bibliometric Analysis in the Field of Artificial Intelligence Security in the United States — Data Visualization of Web of Science Using Citespace pp. 2545-2570

Xinmiao Yang, Huazhong Tu, Mingyang Zhang, Yugang Fu, Zheng Ma, Jianhong Wang, Zhiling Zhao, Chunxue Yang, Xinmei Zhou, Xinyu Ma, Qian Geng and Renjie Feng

Optimized Twin Attention–Based Deep Learning Model for Periodontal Bone Loss Detection pp. 2571-2597

Arathi Boyanapalli, Aparna Bannore and Shanthini Armugum

Volume 25, issue 06, 2026

Editor’s Introduction pp. 1913-1918

Yong Shi

Multiple Linear Regression Analysis of Interval Type-2 Fuzzy Observed Data in Full Compliance with the Extension Principle pp. 1919-1948

Bogdana Stanojević and Milan Stanojević

A Novel Method for Constructing Shadowed Set Based on Intuitionistic Fuzzy λ-Cut Set and Fuzzy Entropy pp. 1949-1974

Xinfen Li, Qinghua Zhang, Pengren Jin and Man Gao

Research on the Identification of Potential Harmful Behaviors in the Electricity Market Based on Cloud Model and STACKING Heterogeneous Models pp. 1975-2005

Jifeng Song, Jiewen Yu, Wenbin Zheng, Mingyuan Chen and Le Qi

Impact of Land Use Land Cover Dynamics and Climate Change on Snow Cover and Farmland Abandonment in the Upper Beas Valley, Western Himalaya, India pp. 2007-2043

Suraj Kumar Maurya, Vartika Singh, Kesar Chand, Prabuddh Kumar Mishra, Kamal Abdelrahman, Mohammed S. Fnais and Neel Chaminda Withanage

Intuitionistic Type-2 Fuzzy Soft Set-Based Decision Support Framework for Emergency Relief Supply Chain Planning pp. 2045-2095

Surajit Dan, Bikash Koli Roy, Samarjit Kar, Sanjib Biswas, Oscar Castillo and Tandra Pal

Integrating WENSLO, Rough OPA, and ALWAS Methods for Strategic 5G Deployment: A Case Study from Turkey pp. 2097-2135

Sadrettin Çodur, Burak Erkayman, Saliha Sezgin Alp, Omar Özenir, Gökhan Yıldız, Ali Gemalmaz, Arsal Dikel, Hamza Akın, Yüksel Yılmaz, Yeşim Türk, Semih Aktaş and Dragan Pamucar

Mapping Online Engagement: A DEMATEL-Based Analysis of Instructor Perspectives pp. 2137-2177

Hanan Aldowah, Hosam Al-Samarraie, Shafiq Ul Rehman, Irfan Naufal Umar and Ahmed Ibrahim Alzahrani

Robust Industrial IoT Security Leveraging Parallel Physics-Informed Neural Networks to Combat False Data Injection pp. 2179-2204

A. Basi Reddy, R. Yogesh and M. Sriram

A Novel Relational Vector Method Integrated with Root Assessment Method for Evaluating Advanced Trauma Detection Models pp. 2205-2230

Salem Garfan, A. H. Alamoodi, A. S. Albahri, O. S. Albahri, Jameel R. Al-Obaidi, Tahsien Al-Quraishi, Gang Kou, Fahd S. Alotaibi, Rula A. Hamid, Che Zalina Zulkifli, Khamis A. Zidan and Iman Mohamad Sharaf

Extraction of Technical Indicators and Data Augmentation-Based Stock Market Prediction Using Deep LSTM Integrated Competitive Swarm Feedback Algorithm pp. 2231-2257

Nagarjun Yadav Vanguri, S. Pazhanirajan and T. Anil Kumar

Volume 25, issue 05, 2026

Editor’s Introduction pp. 1573-1578

Yong Shi

A Decision–Making System for Managing Renewable Energy Alternatives and Strategy Using Triangular Neutrosophic Bipolar Fuzzy TOPSIS pp. 1579-1607

Raja Muhammad Hashim, Muhammad Gulistan, Musaed Alhussein, Khursheed Aurangzeb and Adnan Khurshid

Transformation of Discrete Z-Numbers into Normal Cloud Models and its Applications pp. 1609-1636

Yanfei Li and Tao Wu

An Integrated Multi-Criteria Decision-Making Framework to Analyze the Higher Education Service Quality pp. 1637-1693

Mirac Murat, Gul Imamoglu, Aleyna Sahin and Ertugrul Ayyildiz

The Role of Homophily among Marginalized Groups in Pro-Social Crowdfunding: An Empirical Study of Kiva pp. 1695-1729

Yingli Gong, Wei Wang and Hongwei Wang

An Improved Metaheuristic Approach for Optimal Parameterized Control of On-Board Bidirectional PEV Charger in V2G Functionality pp. 1731-1761

Kunal Anil Onkar and Ankur Beohar

Prioritizing Factors for Effective UI/UX Design in Children’S Mobile Gaming Applications: A Spherical Fuzzy DEMATEL — ISM Approach pp. 1763-1793

Mangesh Joshi

Determining Strategic Attributes of Hotel Satisfaction from TripAdvisor Data with Mix Method Dynamics pp. 1795-1814

Arwa Elsadig, Jale Bektas and Kalender Özcan Atilgan

An Integrated Water Quality and Water Theft Assessment System Using Machine Learning and Embedded IoT pp. 1815-1841

V. Karthikeyan, Y. Palin Visu and E. Raja

Assessing Challenges and Opportunities of Marketing Automation in B2B Firms: An Integrated Approach pp. 1843-1886

Akshay Mathur and Saumya Singh

Performance Comparison of TODIM and CPT-TODIM in Social Sustainability Assessment for G7 Countries pp. 1887-1911

Vaishnudebi Dutta and Subhomoy Haldar

Volume 25, issue 04, 2026

Editor’s Introduction pp. 1205-1210

Yong Shi

Improved Sine Cosine Algorithm for Global Optimization and Medical Data Classification pp. 1211-1263

Chengfei Lu, Yonghong Wei and Morteza Karimzadeh Parizi

A Comprehensive Framework for Occupational Health and Safety Performance Measurement: Integrating Balanced Scorecards and Fuzzy Best–Worst Method pp. 1265-1306

Esra Duygu Durmaz, Aylin Adem and İlker Gölcük

Synergy of Machine Learning and IoT for Healthcare: Enhancing Sustainable Societies in Uncertain Environments pp. 1307-1339

Muhammad Riaz, Sehrish Tariq, Zareen A. Khan, Sarfaraz Hashemkhani Zolfani and Dragan Pamucar

A Fuzzy Classification System to Analyze the Yield of Cotton Production pp. 1341-1364

Raul Toscano-Miranda, Jose Aguilar, Manuel Caro, Anibal Trebilcok and Mauricio Toro

An Integrated Interval-Valued Probabilistic Linguistic Method for Multi-Attribute Group Decision-Making with CBR and DEA pp. 1365-1405

Feifei Jin, Amin Chen, Shuyan Guo and Jinpei Liu

LSGDM-TDVP2: A Novel Linguistic Multi-Criteria Sustainable Group Decision-Making Approach pp. 1407-1442

Jin Dai, Ruoshi Dai and Feng Hu

Life Insurance Selection Using Proportional Spherical Fuzzy MEREC & MARCOS Methodology pp. 1443-1484

NurÅŸah Alkan and Cengiz Kahraman

Parametric Center-Based Sustainable Modeling of Chennai Water Resource Management Under Bipolar-Fuzzy MCDM Techniques pp. 1485-1526

Totan Garai

A Policy-Focused Group Decision Support Tool: A Case Study for Sustainable Infrastructure Development in the City of Barcelona pp. 1527-1550

David Boix-Cots, Francesc Pardo-Bosch and Pablo Pujadas

Sparse Multi-kernel Multi-criteria Stochastic Optimization Classifier Approach for Simultaneous Feature Reduction and Prediction pp. 1551-1572

Kai Liu, Zhiwang Zhang, Shuqing Li and Jian Huang

Volume 25, issue 03, 2026

Editor’s Introduction pp. 867-872

Yong Shi

Merging Decision-Making Units Using a Non-Oriented DEA-Based Approach pp. 873-902

Mohammad Khoveyni and Robabeh Eslami

Drowsiness Detection in Drivers with Explainable Artificial Intelligence pp. 903-929

José Antonio Iglesias, Javier del Pino, María Paz Sesmero, Agapito Ledezma and Araceli Sanchis

Estimating Relevant Exchange Rate Fluctuations Using a Novel Multivariate Gray Model with GOWA Operator pp. 931-964

Yue Yu and Xinping Xiao

Stock Trading Strategy Based on Multi-Scale Deep Reinforcement Learning and Price Movement Prediction pp. 965-996

Yuling Huang, Kai Cui and Xiaoping Lu

Random Projection-based Anomaly Detection (RPAD) Algorithm pp. 997-1022

Ossama Cherkaoui, Houda Anoun and Abderrahim Maizate

Optimizing Productivity Through Merger of Decision-Making Units Using DEA pp. 1023-1050

Mohammad Khoveyni and Robabeh Eslami

Multistage Dynamic Online Codiagnosis Three-Sided Matching Decision-Making Approach Based on Regret Theory and Evidential Reasoning pp. 1051-1089

Juanjuan Peng, Chuyang Ling and Qingqi Long

Consensus Reaching Mechanism for Classification-Oriented Group Decision Making Under Unpredictable Uncertainty Based on Weighted Average Evidential Fusion Rule pp. 1091-1144

Ya-Jing Zhou, Mi Zhou, Ting Wu, Xin-Bao Liu and Jian Wu

Impact of Supply Chain Risks on Company Metrics: An Integrated Multi-Criteria Decision-Making Approach pp. 1145-1182

Shih-Hsien Tseng, Alyssa Marinelle S. Espiritu and Thi Ha Trang Duong

A Deep Convolutional Neural Network Model to Predict Consumer Recommendations using Online Reviews pp. 1183-1203

Praphula Kumar Jain, Rajendra Pamula and Gautam Srivastava

Volume 25, issue 02, 2026

Editor’s Introduction pp. 539-544

Yong Shi

Blockchain Technology Adoption in Malaysian Manufacturing Companies: An Empirical Study Using SEM and FSQCA pp. 545-585

Ali Vafaei-Zadeh, Nazreenisha Buhari, Haniruzila Hanifah, Ramayah Thurasamy and Razib Chandra Chanda

Optimized Auxiliary Classifier Wasserstein Generative Adversarial Network espoused Hypergraph Partitioning for VLSI Circuit Design pp. 587-608

R. Pavithra Guru

Uncovering the Inhibitors of Digital Payment Adoption: A BWM-TOPSIS Study with Sensitivity Analysis pp. 609-637

Lata Kumari Pandey and Ranjit Singh

A Multi-Criteria Evaluation Framework for Fighter Cockpit Ergonomics Based on Integrated Fuzzy Combination Weighting and Fuzzy Cocoso with Bonferroni Functions pp. 639-670

Huining Pei, Yunfeng Chen, Zhonghang Bai, Jiali Sun, Ziyu Wang and Jingru Cao

Virtual Gap Analysis Procedures for Multi-Criteria Decision-Making and Efficiency Analysis Problems pp. 671-710

Fuh-Hwa Franklin Liu and Su-Chuan Shih

A Model-Based DSS for Portfolio Optimization of Electricity Generation Company in Turkey pp. 711-734

A. Ozge Dengiz, Mehmet Gulsen, Orhan Dengiz and Kumru Didem Atalay

Research on the Interval–Valued Intuitionistic Fuzzy Multi–Attribute Decision–Making Model Based on TOPSIS Extended by Projection Measure pp. 735-763

Xiaojun Xie and Saratha Sathasivam

Trust Evolutionary Game Modeling and Strategy Simulation on Regional Cooperative Governance of Air Pollution: A Heterogeneous Perspective pp. 765-796

Ziyan Song, Xia Liu, Yunyue Zhang and Xiulai Wang

Edge Detection Method for Medical Imaging Using Discrimination Measure and Entropy on Pythagorean Fuzzy Environment pp. 797-824

Kiran Pandey, Pratibha Rani, Arunodaya Raj Mishra, Dragan Pamucar and Adel Fahad Alrasheedi

Unsupervised Machine Learning in the Evaluation of Brazilian Postgraduate Programs: Decision Support Via the Crowm Method pp. 825-865

Arthur Pinheiro de Araújo Costa, Julio Cesar Duarte, Ronaldo Ribeiro Goldschmidt and Marcos dos Santos

Volume 25, issue 01, 2026

Editor’s Introduction pp. 1-8

Yong Shi

More is Not Always Better: The Impact of Information Diversity on Firms’ Fulfillment Performance pp. 9-36

Tianlong Pu, Xin Li, Hongrui Liang and Mincong Tang

Navigating the Landscape of Nuclear Fusion Investments by Combining Spherical Fuzzy TOP-DEMATEL and RATGOS Techniques pp. 37-69

Serhat Yüksel, Hasan Dinçer, Serkan Eti, Edanur Ergü, Ahmet Enes Yilmaz and Sümeyye Özdemir

A Minimum Cost Consensus Model Based on Two-Dimensional Linguistic Information in Social Network Environment pp. 71-122

Peide Liu, Yurong Qian, Ran Dang, Jing Feng and Peng Wang

Integrating Citation Heterogeneity to Measure the Quality of Academic Journals pp. 123-143

Ke Li, Zhaoxia Guo, Francisco Chiclana and Yucheng Dong

LR-Type Intuitionistic Dense Fuzzy Defuzzification Based Decision Support for Earthquake Rescue Robot Selection pp. 145-190

Swetha Sampathkumar, Felix Augustin, Chakkarapani Sumathi Thilagasree, Palanivel Rubavathi Marimuthu, Hasan Dincer, Serhat Yuksel, Thangaraj Manirathinam and Samayan Narayanamoorthy

An Improved Adaptive Multi-Scale Attention Dung Beetle Convolution Neural Network-Based Apple Leaves Disease Detection pp. 191-220

Nitalaksheswara Rao Kolukula, Baburao Kopuri, Veera Venkateswara Rao Peddireddy, Nagul Shaik, Venkata Murali Krishna Chinta and James Stephen Meka

Determining Experts’ Neutral Weights Based on Cross Entropy-Like and Application in Evaluation with Incomplete Judgment Information pp. 221-247

Dongwei Guo, Yingming Zhu, Xuan Zhang and Yulei Chen

Optimizing Transportation and Group Decision-Making Problems Using Improved Aggregation Operator and Information Measures in Pythagorean Fuzzy Framework pp. 249-295

Sarita Gahlawat, Rajkumar Verma, Geeta Sachdev and Shalini Arora

A Novel Class-Imbalance-Oriented Feature Selection Method Based on BPNNs and AdaBoost for Enterprise Credit Risk Prediction in the Supply Chain Context pp. 297-338

Gang Yao, Xiaojian Hu, Pingfan Song and Yue Zhang

Machine-Learning-Based Assessment and Prediction of Digital Transformation Performance for MSMEs in Indonesia pp. 339-367

Yeni Herdiyeni, Bambang Juanda, Naura Zhafira, Lukytawati Anggraeni and Mutiara Probokawuryan

A Feature Selection Approach Based on Information Theory with Application to the International Monetary Fund and World Bank Economic Datasets pp. 369-392

Ahmad Heydari, Nima Mirzaei, Dragan Pamucar, Sadegh Niroomand and Raheleh Nowzari

Selection of Variables in Data Envelopment Analysis Using the Li Test pp. 393-425

Raul Moragues, Juan Aparicio, Maria D. Guillen and Miriam Esteve

Enhanced Best–Worst Method for Prioritizing Interdependent Risks pp. 427-473

Bakhtiar Ostadi and Rojin Moradi

Modified Binary Particle Swarm Optimization Based Deep Hybrid Framework for Sentiment Analysis pp. 475-502

Ranit Kumar Dey and Asit Kumar Das

An Online Review Analytics for Quality Evaluation and Diagnosis in Hotel Services: A Perspective of Benchmarking through MTGS pp. 503-537

Yu-Hsiang Hsiao and Ching-Wei Chen