International Journal of Information Technology & Decision Making

Article	Citations
Author Index Volume 20 (2021)	47
Recommendation Algorithm of Industry Stock Trading Model with TODIM	38
Reject Inference Using Discriminative Dual Stack Sparse Auto-Encoders for Consumer Credit Risk Evaluation	36
Improvement of VIKOR Method With Application to Multi-Objective Design Problems	34
Quantile-Based Spillover Network Analysis of Financial Institutions in Chinese Mainland and Hong Kong	32
Discovering High-Risk Bank Risk Factors Based on Risk Matrix	29
The Impact of Digitalization on the Financial Performance of Small- and Medium-Sized Enterprises: Empirical Evidence from an Emerging Economy	26
Imputed Expert Decision Recommendation System for QFD-based Omnichannel Strategy Selection for Financial Services	22
Company2Vec — German Company Embeddings Based on Corporate Websites	19
An Effective Multi-Criteria Decision-Making Approach for Allocation of Resources in the Fog Computing Environment	19
Impact of Supply Chain Risks on Company Metrics: An Integrated Multi-Criteria Decision-Making Approach	19
New Approaches to Extract Information From Posts on COVID-19 Published on Reddit	18
Ranking Decision-Making Units Using Interval Data Envelopment Analysis: Extension and Application	18
Editor’s Introduction	17
Analysis of Hyper-Parameters for AlphaZero-Like Deep Reinforcement Learning	15
A Novel Hybrid Approach for Intent Creation and Detection Using K-Means-Based Topic Clustering and Heuristic-Based Capsule Network	15
Customer Behavior Analysis by Intuitionistic Fuzzy Segmentation: Comparison of Two Major Cities in Turkey	14
A Quantified Ship Condition Inspection Model Based on SWARA and SAW	13
Systematic Thinking Approach for Analyzing Individuals and Government Impact on COVID-19 Outbreak in Iran	13
Innovation and Survival of Traditional Industries: Measuring Barriers Using the Best–Worst Method	13
Multidimensional Analysis of Investment Priorities for Circular Economy with Quantum Spherical Fuzzy Hybrid Modeling	13
Alternating Minimization-Based Sparse Least-Squares Classifier for Accuracy and Interpretability Improvement of Credit Risk Assessment	13
Relationship between Herd Behavior and Chinese Stock Market Fluctuations during a Bullish Period Based on Complex Networks	13
Forty Years of Automated Patent Classification	12
Multi-Objective Route Optimization for Long-Distance Cold Chain Transportation Considering Time Window	12

SSLnDO-Based Deep Residual Network and RV-Coefficient Integrated Deep Fuzzy Clustering for Cotton Crop Classification	12
Alpha Skew Gaussian Naïve Bayes Classifier	10
An Ex-ante Evaluation Model of Urban Renewal Projects for the Sustainability Potential towards TOD and AUD based on a FDEMATEL-GIS-FI Approach	10
A fuzzy classification system to analyze the yield of cotton production	10
Multi-Criteria Decision-Making-Based Model Selection Proposal in Artificial Learning Process	9
Stock Trading Strategy Based on Multi-Scale Deep Reinforcement Learning and Price Movement Prediction	9
Trust Evolutionary Game Modeling and Strategy Simulation on Regional Cooperative Governance of Air Pollution: A Heterogeneous Perspective	9
Multi-Objective Cluster Head-Based Energy-Aware Routing Protocol using Hybrid Woodpecker and Flamingo Search Optimization Algorithm for Internet of Things Environment	8
Machine-Learning-Based Assessment and Prediction of Digital Transformation Performance for MSMEs in Indonesia	8
Big Data Analytics Implications on Central Banking Green Technological Progress	8
A Personalized Individual Semantic Extraction Model Based on Criterion for Adaptive Consensus Reaching Process Under Improved Basic Uncertain Linguistic Environment	8
Instigating the Sailfish Optimization Algorithm Based on Opposition-Based Learning to Determine the Salient Features From a High-Dimensional Dataset	8
Factors Affecting the Adoption of Cloud for Software Development: A Case from Turkey	8
GPU enabled Improved Reference Ideal Method (I-RIM) for Web Service Selection	7
Exploring the Effects of Setting Performance and Learning Goals in a Transparent Simulation of a Dynamically Complex Task	7
A Novel Crowdsourcing Task Recommendation Method Considering Workers’ Fuzzy Expectations: A Case of ZBJ.COM	7
Opinion Mining Using Enriched Joint Sentiment-Topic Model	7
An Agent-Based Model for the Impact of Price Limit Changes on Market Quality	7
Parametric center-based sustainable modelling of Chennai water resource management under bipolar-fuzzy MCDM techniques	7
HWMWOA: A Hybrid WMA–WOA Algorithm with Adaptive Cauchy Mutation for Global Optimization and Data Classification	7
An Accelerated Variable Stage Size Carry Skip Adder Realization Using 1S1R Resistive Memory	7
Consensus reaching mechanism for classification-oriented group decision making under unpredictable uncertainty based on weighted average evidential fusion rule	7
Author Index Volume 23 (2024)	7
A Novel Approach to Scenario Assessment and Selection	7
LR-Type Intuitionistic Dense Fuzzy Defuzzification Based Decision Support for Earthquake Rescue Robot Selection	6
Generic Method for SDN Controller Selection Using AHP and TOPSIS Methods	6
Editor’s Introduction	6
Optimizing Transportation and Group Decision-Making Problems Using Improved Aggregation Operator and Information Measures in Pythagorean Fuzzy Framework	6
A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments	6
Editor’s Introduction	6
Determining Experts’ Neutral Weights Based on Cross Entropy-like and Application in Evaluation with Incomplete Judgment Information	6
Strategic Study for Managing the Portfolio of IT Courses Offered by a Corporate Training Company: An Approach in the Light of the ELECTRE-MOr Multicriteria Hybrid Method	6
Strategies to Selecting Most Profitable Products by Price Settings	5
Multi-criteria Decision-Making Techniques for the Selection of Pareto-optimal Machine Learning Models in a Drinking-Water Quality Monitoring Problem	5
Evaluating the Critical Success Factors of Marketing Automation Through Cross-Case Analysis and DEMATEL	5
Sparse Multi-kernel Multi-criteria Stochastic Optimization Classifier Approach for Simultaneous Feature Reduction and Prediction	5
Sustainable Supplier Evaluation in an Automotive Company Using Fuzzy Multi-Criteria Decision-Making Methods	5
A Novel Class-Imbalance-Oriented Feature Selection Method Based on BPNNs and AdaBoost for Enterprise Credit Risk Prediction in the Supply Chain Context	5
An Ontology-Aware Model-Driven Approach for Service-Oriented Application Development: A Stepwise Refinement Manner	5
A Group Decision-Making Approach for Global Consistency of Heterogeneous Models	5
A New Method for Analysis of Customers’ Online Review in Medical Tourism Using Fuzzy Logic and Text Mining Approaches	5
ERP System Evaluation in the Defense Industry: A Hybridized Spherical Fuzzy AHP-Codas Approach	5
Two-Stage Integrated Dynamic Assessment Method for Urban Resilience Based on Multisource Data	5
Marine Monitoring Information Security Risk Assessment Method Based on Expert Scoring and Interval Evidential Reasoning	5
Integration of FDOSM and FWZIC Under Homogeneous Fermatean Fuzzy Environment: A Prioritization of COVID-19 Patients for Mesenchymal Stem Cell Transfusion	5
The Impact of Trade Credit on Financing Strategy in a Dual Capital-Constrained Supply Chain	5
Intellectual Core in Supply Chain Analytics: Bibliometric Analysis and Research Agenda	5
Value Creation and Investment Projects: An Application of Fuzzy Sensitivity Analysis to Project Financing Transactions	5
Design & Development of Hybrid Electric Fish-Harris Hawks Optimization-Based Privacy Preservation of Data in Supply Chain Network with Block Chain Technology	5
Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms	5

Toward a Maturity Model for Big Data Analytics: A Roadmap for Complex Data Processing	4
Editor’s Introduction	4
Novel Federated Decision Making for Distribution of Anti-SARS-CoV-2 Monoclonal Antibody to Eligible High-Risk Patients	4
COVIDDCGAN: Oversampling Model Using DCGAN Network to Balance a COVID-19 Dataset	4
A Health Evaluation Method of Complex Systems Based on Evidential Reasoning Rule Considering Perturbations	4
A New Project Portfolio Strategic Objective Promoting Model Considering Existing Resource Synergies in the Enterprises	4
SPEEDSER: A Possibilistic System for Query Disambiguation, Expansion and Translation	4
Edge Detection Method for Medical Imaging Using Discrimination Measure and Entropy on Pythagorean Fuzzy Environment	4
Operational Risk Measurement: An Optimal Timescale Selection Method Based on Information Entropy	4
The Behavioral TOPSIS Based on Prospect Theory and Regret Theory	4
Assimilation of Pair-Wise Comparison Method to Decide Weights of Features Based on the Content of Image	4
Estimating Relevant Exchange Rate Fluctuations Using a Novel Multivariate Gray Model with GOWA Operator	4
A Modified Manta Ray Foraging Algorithm for Edge Server Placement in Mobile Edge Computing	4
Sustainable Innovation and Creative Behavior: the Mediating Effect of Technology Application from Early Adopters	4
The Automation of Management Decisions: A Systematic Review and Research Agenda of the Factors Influencing the Decision to Increase the Level of Automation	4
Editor’s Introduction	4
Interactive Approaches to Multiple Criteria Sorting Problems: Entropy-Based Question Selection Methods	4
Sustainable Development Evaluation of Cultural and Creative Industries Using a Neutrosophic-Based Dematel–Topsis Approach	4
A Metadata Framework for Asset Management Decision Support: A Water Infrastructure Case Study	4
Multi-Attribute Decision-Making with Independent Trapezoidal Intuitionistic Fuzzy Information Based on Risk Orientation and Similarity Measure	3
Blockchain Technology Adoption in Malaysian Manufacturing Companies: An Empirical Study Using SEM and FSQCA	3
Detecting Overlapping Communities in Complex Networks: An Evolutionary Label Propagation Approach	3
A New Approach to Correspondence Analysis Based on Interval-Valued Hesitant Fuzzy Sets	3
An Evidential Reasoning Rule-Based Ensemble Learning Approach for Evaluating Credit Risks with Customer Heterogeneity	3
Variable Weight Analysis Under Fuzzy Environment and its Application	3
Estimating Returns to Scale of Two-Stage Network Technologies Using Total Scale Elasticity by Considering the Intermediate Output	3
Editor’s Introduction	3
Adopting Social Banking: A Socio-Technical Innovation of Service-Oriented Social Commerce	3
A Multi-Objective Mathematical Model for Level of Repair Analysis with Lead Times and Multi-Transportation Modes	3
KAC SegNet: A Novel Kernel-Based Active Contour Method for Lung Nodule Segmentation and Classification Using Dense AlexNet Framework	3
Associated Fuzzy Probabilities in MADM with Interacting Attributes: Application in Multi-Objective Facility Location Selection Problem	3
Editor’s Introduction	3
Interval-Valued Fuzzy Multi-Criteria Decision-Making by Combining Analytic Hierarchy Process with Utility Representation Function	3
How to Select Algorithms for Predictive Maintenance: An Economic Decision Model and Real-World Instantiation	3
Utilizing Text Mining and Multi-Criteria Decision Making to Construct an Evaluation Model for CEO Selection and Sustainable Development	3
Introducing MOWSCER Method for Multiple Criteria Group Decision-Making: A New Method of Weighting in the Structure of Cause and Effect Relationships	3
A Hybrid Algorithm of Ant Colony and Benders Decomposition for Large-Scale Mixed-Integer Linear Programming	3
A Descriptive Framework for Information Retrieval Using Crawler Based Clustering and Effective Search Algorithm	3
Hedging Salmon Price Risk Based on Fuzzy Copula-GMM Model	3
Editor’s Introduction	3
Editor’s Introduction	3
Modelling Predictability of Airbnb Rental Prices in Post COVID-19 Regime: An Integrated Framework of Transfer Learning, PSO-Based Ensemble Machine Learning and Explainable AI	3
Predictive Analytics on Time Series Data To Generate A Deterministic Decision Model: A Case Study on School Reopening Safely During The Pandemic	2
Measuring the Value of Different Types of Product Information in the Electronic Retail of Books	2
Solving Clique Partitioning Problems: A Comparison of Models and Commercial Solvers	2
Conjoint Analysis Models of Digital Packaging Information Features in Customer Decision-Making	2
Grain Temperature Prediction Based on GRU Deep Fusion Model	2
Basic Statistical Methods in Determining Criteria Weights	2
Optimized Auxiliary Classifier Wasserstein Generative Adversarial Network espoused Hypergraph Partitioning for VLSI Circuit Design	2
Boundary and Target Value-Based Normalization Procedures for MCDM Methods: An Application on Workers’ Physical Workload Evaluation by Using CRITIC-PSI-CoCoSo	2
Identifying Causal Relationships in a Strategy Map Using ANP and Multi-Objective Integer Optimization Model	2
Optimizing Productivity Through Merger of Decision-Making Units Using DEA	2
A comprehensive framework for occupational health and safety performance measurement: integrating balanced scorecards and fuzzy best-worst method	2
An Improved Adaptive Multi-Scale Attention Dung Beetle Convolution Neural Network-Based Apple Leaves Disease Detection	2
Intelligent Fusion of Heuristically Optimized 1DCNN with Weighted Optimized DNN for Thyroid Disorder Prediction Framework	2
Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions	2
A New Multi-Criteria Decision-Making Method Under Neutrosophic Environment: ARAS Method With Single-Valued Neutrosophic Numbers	2
A policy-focused group decision support tool: A case study for sustainable infrastructure development in the city of Barcelona	2
Ranking of Classification Algorithm in Breast Cancer Based On Estrogen Receptor Using MCDM Technique	2
Addressing Societal Challenges Through Analytics: A Framework for Building a Foreclosure Prediction Model Using Publicly-Available Demographic Data, GIS, and Machine Learning	2
Collaborative Decision-Making: A Proposal of an Semi-Automatic Facilitation Based on an Ontology	2
Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database	2
An Enhanced Decision-Making Model with Einstein Aggregation Operators of Generalized Neutrosophic Hypersoft Sets: The Selection of Tobacco Control Strategies	2
Author Index Volume 21 (2022)	2
Honey Badger Optimized Meta-Material-Based 4-Port MIMO Antenna with WiMAX, WLAN and X-Bands for UWB Application	2
Performance Dependence Multi-Criteria Decision-Making: A Preference Model Based on an Improved Choquet Integral	2
A Novel Perspective to Sustainable Supplier Performance Evaluation Problem: A Case Study Based on Determining the Optimum Number of Clusters	2
Ease of Doing Business: Performance Comparison of G20 Countries Using Gray MCDM	2
A Bibliometric Overview and Visualization of the International Journal of Information Technology and Decision Making Between 2012 and 2022	2
An Ensemble Model for Stance Detection in Social Media Texts	2
A Modular Working Vessel Decision Support System for Fuel Consumption Reduction	2
A Text Mining Approach to Covid-19 Literature	2
IoT Enabled Soil Moisture and Heat Level Prediction Using Chimp Shuffled Shepherd Optimization-Based Deep LSTM for Plant Health Monitoring	2
Fault Detection and Predictive Maintenance of Photovoltaic Facilities	2
A Trustworthy and Explainable Framework for Benchmarking Hybrid Deep Learning Models Based on Chest X-Ray Analysis in CAD Systems	2
Potential Nondominance in Multi-Criteria Decision Analysis	1
Application of Multi-Criteria Decision-Making Methods in Sustainable Manufacturing Management: A Systematic Literature Review and Analysis of the Prospects	1
Robust ABC Inventory Classification Using Hybrid TOPSIS-Alternative Factor Extraction Approaches	1
An integrated interval-valued probabilistic linguistic method for multi-attribute group decision-making with CBR and DEA	1
A Novel Enhanced Russell Graph Efficiency Measure in Network DEA	1

Extraction of Technical Indicators and Data Augmentation-Based Stock Market Prediction Using Deep LSTM Integrated Competitive Swarm Feedback Algorithm	1
Multi-Attribute Decision-Making for Intrusion Detection Systems: A Systematic Review	1
Methods for Detecting COVID-19 Patients Using Interval-Valued T-Spherical Fuzzy Relations and Information Measures	1
Multistage Dynamic Online Codiagnosis Three-Sided Matching Decision-Making Approach Based on Regret Theory and Evidential Reasoning	1
Editor’s Introduction	1
An OWA Analysis of the VSTOXX Volatility Index	1
Modeling Photovoltaic Facilities via Fuzzy Sets and Linguistic Petri Nets	1
An Evolutionary Multi-objective Approach for Coordinating Supplier–Producer Conflict in Lot Sizing	1
A Two-Sided Matching Decision-Making Approach with Correlative Criteria Under Probabilistic Linguistic Environment	1
Editor’s Introduction	1
Financial Classification of Textile Companies by Financial Ratios using Fuzzy-Analytic Hierarchy Process and Fuzzy-C-Means	1
Evaluation of Companies in Applied Education: Determining the Criteria and a Case Study at an Industrial University	1
Transformation of Discrete Z-Numbers into Normal Cloud Models and Their Applications	1
CD-CLSTM: Intuitionistic Fuzzy C-Means Clustering-Based Online Course Recommendation System Using Integrated Deep Learning Methodology	1
Accuracy and Score Function Under Type-2 Picture Fuzzy Environment with VIKOR-Based CoCoSo Method and its Applications in Decision-Making	1
An Uncertain Mean-AVaR Portfolio Selection via an Artificial Neural Network Scheme	1
A Data-Driven Model to Construct the Influential Factors of Online Product Satisfaction	1
An Online Review Analytics for Quality Evaluation and Diagnosis in Hotel Services: A Perspective of Benchmarking through MTGS	1
Editor’s Introduction	1
Author Index Volume 22 (2023)	1
Improving the Opportunities to Implement Industry 4.0 Through Absorptive Capacity: A Multi Mediator Model Evaluation in the Manufacturing Industry of Mexico	1
A Multi-Criteria Strategic Evaluation Model to Determine the Suitability of Newly Rising Engineering Departments in Turkish Universities Based on the Data from the Year 2009 to 2020 Using the Econophy	1
Automatic Discrimination of Task Difficulty Predicted by Frontal EEG Activity During Working Memory Tasks in Young and Elderly Drivers	1
Shifting Systematically Towards Sustainable Consumption and Production: A Solution Framework to Overcome the Impacts of Covid-19	1
A Novel Parallel Mechanism-Based Dynamic Wearable Assistive Device for Neck Rehabilitation	1
Life Insurance Selection using Proportional Spherical Fuzzy MEREC & MARCOS Methodology	1
Comparative Analysis of MultiCriteria Inventory Classification Models for ABC Analysis	1
Identifying and Evaluating Factors Affecting User Privacy in the Smart City Using the Meta-Synthesis Method and the Fuzzy Dematel Technique	1
Multiple Risks and Uncertain Portfolio Management	1