International Journal of Information Technology & Decision Making

Article	Citations
Measuring the Value of Different Types of Product Information in the Electronic Retail of Books	63
A Decision-Making Framework for Total Ergonomic Risk Score Computation in Companies	42
Quantile-Based Spillover Network Analysis of Financial Institutions in Chinese Mainland and Hong Kong	33
Editor’s Introduction	33
Editor’s Introduction	31
Reject Inference Using Discriminative Dual Stack Sparse Auto-Encoders for Consumer Credit Risk Evaluation	28
Improvement of VIKOR Method With Application to Multi-Objective Design Problems	27
Sequential Clustering and Classification Approach to Analyze Sales Performance of Retail Stores Based on Point-of-Sale Data	25
Two-Stage Integrated Dynamic Assessment Method for Urban Resilience Based on Multisource Data	24
The Automation of Management Decisions: A Systematic Review and Research Agenda of the Factors Influencing the Decision to Increase the Level of Automation	20
Multi-Attribute Decision-Making: Scaling Issues in Pairwise Comparison Approaches Based on the Analytic Hierarchy Process	19
Author Index Volume 20 (2021)	17
Comprehensive Evaluation of Hazardous Solid Waste Treatment and Disposal Technologies by a New Integrated AHP&MARCOS Approach	15
Assessing the Barriers Towards the Glocalization of India’s Mobile Industry: An IVIFs-DEMATEL with Choquet Integral Method	15
Editor’s Introduction	15
Evaluation of Spaceport Site Selection Criteria Based on Hesitant Z-Fuzzy Linguistic Terms: A Case for Türkiye	15
The Effect of the Coronavirus Pandemic on the Prediction Accuracy of Stock Price	14
Performance Assessment of Business Process Optimization Algorithms Using a Prototype Dataset Generator	13
A Novel Perspective to Sustainable Supplier Performance Evaluation Problem: A Case Study Based on Determining the Optimum Number of Clusters	13
A Novel Tolerance-Based Moderator Guided Heterogeneous Group Decision-Making Involving Experts and End-Users	13
Mining Non-Derivable Association Rules Using a Genetic Algorithm and Tree-Based Pruning Technique	12
Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions	12
Imputed Expert Decision Recommendation System for QFD-based Omnichannel Strategy Selection for Financial Services	12
Smart tournament scheduling using a POX-heuristic genetic algorithm	12
The Impact of Digitalization on the Financial Performance of Small- and Medium-Sized Enterprises: Empirical Evidence from an Emerging Economy	11

Efficient and Privacy Preserving Clustering Algorithm for Spatiotemporal Data	11
Design & Development of Hybrid Electric Fish-Harris Hawks Optimization-Based Privacy Preservation of Data in Supply Chain Network with Block Chain Technology	11
Editor’s Introduction	11
A PAE Model Based on Synthetic Control Method and Policy Instruments for the Carbon Emission Reduction Effect of Green Finance Pilot Zones	10
Behavioral Risky Multiple Attribute Decision Making with Interval Type-2 Fuzzy Ranking Method and TOPSIS Method	10
A novel class-imbalance-oriented feature selection method based on BPNNs and AdaBoost for enterprise credit risk prediction in the supply chain context	9
On COVID-19 Epidemic Prevention Policy Based on Matrix Game and Sentiment Analysis	9
A Feature Selection Approach Based on Information Theory with Application to the International Monetary Fund and World Bank Economic Data Sets	9
A Hybrid DEMATEL-TOPSIS Approach Using 2-Tuple Linguistic q-Rung Orthopair Fuzzy Information and Its Application in Renewable Energy Resource Selection	8
Towards Compact Broad Learning System by Combined Sparse Regularization	7
Construction of an AI-Driven Risk Management Framework for Financial Service Firms Using the MRDM Approach	7
Time Series Analysis of Sentiment: A Comparison of the US and UK Coronavirus Subreddits	7
Guest Editors’ Introduction for the Special Issue on The Role of Decision Making to Overcome COVID-19	7
Megale: A Metadata-Driven Graph-Based System for Data Lake Exploration	7
A Neuro-Fuzzy Hybrid Framework for Augmenting Resources of Mobile Device	7
Ease of Doing Business: Performance Comparison of G20 Countries Using Gray MCDM	7
PL-MACONT-I: A Probabilistic Linguistic MACONT-I Method for Multi-Criterion Sorting	6
Graph Distances for Determining Entities Relationships: A Topological Approach to Fraud Detection	6
Methods for Detecting COVID-19 Patients Using Interval-Valued T-Spherical Fuzzy Relations and Information Measures	6
Effect Analysis of Covid-19 on China’s Capital Market for Property-Rights Exchange Based on Functional Clustering	6
Recommendation Algorithm of Industry Stock Trading Model with TODIM	6
A Two-Phase Population and Subspace Feature-Based Multi-Classification Model to Improve Chronic Disease Diagnosis	6
Sustainable Supplier Evaluation in an Automotive Company Using Fuzzy Multi-Criteria Decision-Making Methods	6
Grain Temperature Prediction Based on GRU Deep Fusion Model	6
Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms	6
Multi-Objective Last-Mile Vehicle Routing Problem for Fresh Food E-Commerce: A Sustainable Perspective	6
A Modular Working Vessel Decision Support System for Fuel Consumption Reduction	6
Conjoint Analysis Models of Digital Packaging Information Features in Customer Decision-Making	6
Reliability Evaluation of Binary Group Decision-Making Mechanism	6
Operations on Multi-Valued Neutrosophic Matrices and Its Application to Neutrosophic Simplified-TOPSIS Method	5
An Intuitionistic Fuzzy Multi-Objective Goal Programming Approach to Portfolio Selection	5
Collaborative Decision-Making: A Proposal of an Semi-Automatic Facilitation Based on an Ontology	5
An improved adaptive multi scale attention dung beetle convolution neural network based apple leaves disease detection	5
Assimilation of Pair-Wise Comparison Method to Decide Weights of Features Based on the Content of Image	5
A Comprehensive Approach for Failure Mode and Effect Analysis Under Probabilistic Interval-Value Fuzzy Environment	5
ERP System Evaluation in the Defense Industry: A Hybridized Spherical Fuzzy AHP-Codas Approach	5
A Health Evaluation Method of Complex Systems Based on Evidential Reasoning Rule Considering Perturbations	5
Combination of Fuzzy-Weighted Zero-Inconsistency and Fuzzy Decision by Opinion Score Methods in Pythagorean m-Polar Fuzzy Environment: A Case Study of Sign Language Recognition Systems	5
Predictive Analytics on Time Series Data To Generate A Deterministic Decision Model: A Case Study on School Reopening Safely During The Pandemic	5
A Grey Wolf Optimization-Based Method for Segmentation and Evaluation of Scaling in Reinforced Concrete Bridges	5
Discovering High-Risk Bank Risk Factors Based on Risk Matrix	5
Evaluation and Benchmarking Trauma Patients in Intensive Care Units Using a Novel Decision-Making Framework	5
Developing a Grey Wolf Optimization-Based Gray Box Model for Cash Flow Forecasting: A Study on Tehran Stock Exchange Companies	5
ARIMA Model Estimation Based on Genetic Algorithm for COVID-19 Mortality Rates	5
Projection-Based Approach for Deriving Decision Makers’ Weights in DEMATEL	5
A New Multi-Criteria Decision-Making Method Under Neutrosophic Environment: ARAS Method With Single-Valued Neutrosophic Numbers	5
Machine Learning to Predict Recommendation by Tourists in a Spanish Province	4
A Novel Hybrid Approach for Intent Creation and Detection Using K-Means-Based Topic Clustering and Heuristic-Based Capsule Network	4
A Novel Integrated Fuzzy-Rough MCDM Model for Assessment of Barriers Related to Smart Logistics Applications and Demand Forecasting Method in the COVID-19 Period	4
Identifying Causal Relationships in a Strategy Map Using ANP and Multi-Objective Integer Optimization Model	4

An Optimized Logistic Regression Model Based on the Maximum Entropy Estimation Under the Hesitant Fuzzy Environment	4
Exploring the Success Factors of Security Token Offerings: An Empirical Approach	4
Relationship between Herd Behavior and Chinese Stock Market Fluctuations during a Bullish Period Based on Complex Networks	4
Decisions Related to COVID-19 Epidemic, Pandemic, and Endemic Phases	4
A Typology Scheme for the Criteria Weighting Methods in MADM	4
Ecological, Social and Governance Impact on the Company’s Performance: Information Technology Sector Insight	4
Editor’s Introduction	4
Sustainable Innovation and Creative Behavior: the Mediating Effect of Technology Application from Early Adopters	4
Performance Dependence Multi-Criteria Decision-Making: A Preference Model Based on an Improved Choquet Integral	4
Impact of Reducing Data Plan Costs on the Digital Divide in China: A Digital Lifestyles Perspective	4
An Improved Fuzzy TOPSIS Method with a New Ranking Index	4
Analysis of Hyper-Parameters for AlphaZero-Like Deep Reinforcement Learning	3
Operational Risk Measurement: An Optimal Timescale Selection Method Based on Information Entropy	3
SSTSA: A Self-Supervised Topic Sentiment Analysis Using Semantic Similarity Measures and Transformers	3
An Effective Multi-Criteria Decision-Making Approach for Allocation of Resources in the Fog Computing Environment	3
Fuzzy DEMATEL-ANP-Based Approach for Determining the CRM Readiness Factors	3
A Decision Modeling Approach for Data Acquisition Systems of the Vehicle Industry Based on Interval-Valued Linear Diophantine Fuzzy Set	3
The Best Evaluation Sequence Method and Application Based On Quantum Cognitive Theory	3
New Approaches to Extract Information From Posts on COVID-19 Published on Reddit	3
Composite Indicators as Decision Making Tools: The Joint Use of Compensatory and Noncompensatory Schemes	3
Enhanced Inventory Management Using Blockchain Technology Under Cloud Sector Enabled by Hybrid Multi-Verse with Whale Optimization Algorithm	3
Customer Behavior Analysis by Intuitionistic Fuzzy Segmentation: Comparison of Two Major Cities in Turkey	3
A Metadata Framework for Asset Management Decision Support: A Water Infrastructure Case Study	3
Company2Vec — German Company Embeddings Based on Corporate Websites	3
Analyzing the Role of Class Rebalancing Techniques in Software Defect Prediction	3
Honey Badger Optimized Meta-material based 4-Port MIMO Antenna with WiMAX, WLAN and X-bands for UWB Application	3
Water Eutrophication Evaluation Based on the Improved Projection Pursuit Regression Model Under the Hesitant Fuzzy Environment	3
A New Project Portfolio Strategic Objective Promoting Model Considering Existing Resource Synergies in the Enterprises	3
Sustainable Development Evaluation of Cultural and Creative Industries Using a Neutrosophic-Based Dematel–Topsis Approach	3
A Text Mining Approach to Covid-19 Literature	3
An Ensemble Clusterer Framework based on Valid and Diverse Basic Small Clusters	3
A Hybrid Validity Index to Determine K Parameter Value of k-Means Algorithm for Time Series Clustering	3
A Modified Manta Ray Foraging Algorithm for Edge Server Placement in Mobile Edge Computing	3
Boundary and Target Value-Based Normalization Procedures for MCDM Methods: An Application on Workers’ Physical Workload Evaluation by Using CRITIC-PSI-CoCoSo	3
Editor’s Introduction	3
A Trustworthy and Explainable Framework for Benchmarking Hybrid Deep Learning Models Based on Chest X-Ray Analysis in CAD Systems	3
Toward a Maturity Model for Big Data Analytics: A Roadmap for Complex Data Processing	3
Extension of a Hybrid MABAC–DANP Method Under Gray Environment for Green Supplier Selection	3
PSSO: Political Squirrel Search Optimizer-Driven Deep Learning for Severity Level Detection and Classification of Lung Cancer	3
Intelligent Fusion of Heuristically Optimized 1DCNN with Weighted Optimized DNN for Thyroid Disorder Prediction Framework	3
Ranking Decision-Making Units Using Interval Data Envelopment Analysis: Extension and Application	3
Solving Clique Partitioning Problems: A Comparison of Models and Commercial Solvers	3
Recommendation of Regression Techniques for Software Maintainability Prediction With Multi-Criteria Decision-Making	2
COVIDDCGAN: Oversampling Model Using DCGAN Network to Balance a COVID-19 Dataset	2
An Ex-ante Evaluation Model of Urban Renewal Projects for the Sustainability Potential towards TOD and AUD based on a FDEMATEL-GIS-FI Approach	2
Combining Deep Neural Network and PLS-SEM to Predict Patients’ Continuity with Telemedicine	2
Generalized Analytic Network Process with Path Restriction by the Distance Matrix and Transition Functions	2
Novel Federated Decision Making for Distribution of Anti-SARS-CoV-2 Monoclonal Antibody to Eligible High-Risk Patients	2
Strategic Supplier Selection in Payment Industry: A Multi-Criteria Solution for Insufficient and Interrelated Data Sources	2
A Quantified Ship Condition Inspection Model Based on SWARA and SAW	2
Forty Years of Automated Patent Classification	2
Author Index Volume 21 (2022)	2
Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database	2
Enhanced Ultrasound Classification of Microemboli Using Convolutional Neural Network	2
Interactive Approaches to Multiple Criteria Sorting Problems: Entropy-Based Question Selection Methods	2
Ontology-Driven Multicriteria Decision Support for Victim Evacuation	2
An Integrated Model of BWM and Choquet Integral for Determining Fuzzy Measures in Interacting Criteria	2
Editor’s Introduction	2
Optimization Assisted Convolutional Neural Network for Sentiment Analysis with Weighted Holoentropy-based Features	2
An Agent-Based Modeling Approach for Understanding Drivers of Consumer Decisions on Foreign versus Domestic Products: Case Study of a Local Refrigerator Market	2
Intuitionistic SIR Technique with Double Parameters to Detect the Operative Vaccine of COVID-19	2
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	2
Innovation and Survival of Traditional Industries: Measuring Barriers Using the Best–Worst Method	2
A Novel Enhanced Russell Graph Efficiency Measure in Network DEA	2
Fake News Detection Using Feature Extraction, Natural Language Processing, Curriculum Learning, and Deep Learning	2
SPEEDSER: A Possibilistic System for Query Disambiguation, Expansion and Translation	2
A Framework for Time-Cost-Quality Optimization in Project Management Problems Using an Exploratory Grid Concept in the Multi-Objective Simulated-Annealing	2
Applications of Mobile Payment Services in Financial Strategies: State-of-the-Art, Taxonomy and Upcoming Directions with a Focus on Pandemic Crisis	2
A Multi-Objective Mathematical Model for Level of Repair Analysis with Lead Times and Multi-Transportation Modes	1
Alpha Skew Gaussian Naïve Bayes Classifier	1
Detecting Overlapping Communities in Complex Networks: An Evolutionary Label Propagation Approach	1
Adjusting Trade-Offs in Multi-Criteria Decision-Making Problems	1
Assessment of Financial Systemic Crisis on a Causal and Reliable Perspective	1
Systematic Thinking Approach for Analyzing Individuals and Government Impact on COVID-19 Outbreak in Iran	1
A Hybrid Data-Driven Approach for Forecasting the Characteristics of Production Disruptions and Interruptions	1
IoT Enabled Soil Moisture and Heat Level Prediction Using Chimp Shuffled Shepherd Optimization-Based Deep LSTM for Plant Health Monitoring	1
Evaluating the Mobile Learning Quality for Promoting the User Needs in Taiwanese Higher Education During COVID-19	1
Editor’s Introduction	1
Multidimensional Analysis of Investment Priorities for Circular Economy with Quantum Spherical Fuzzy Hybrid Modeling	1
Stabilization of Stochastic Exchange Rate Dynamics Under Central Bank Intervention Using Neuronets	1

Comparison of Multi-Criteria Decision-Making Models: Analyzing the Steps in the Domain of Websites’ Evaluation	1
Multi-Criteria Decision-Making-Based Model Selection Proposal in Artificial Learning Process	1
Evaluating Sustainable Conceptual Designs Using an AHP-Based ELECTRE I Method	1
A neural network based optimization algorithm for file fetching in distributed file system	1
Automatic Discrimination of Task Difficulty Predicted by Frontal EEG Activity During Working Memory Tasks in Young and Elderly Drivers	1
GPU enabled Improved Reference Ideal Method (I-RIM) for Web Service Selection	1
Predictive Modeling for Identifying Undervalued Stocks Using Machine Learning	1
Editor’s Introduction	1
MAMOM: Multicriteria Attribution Model for Online Marketing	1
The Automated Arbitrage Strategy of Cross-Cryptocurrency Exchanges	1
Alternating Minimization-Based Sparse Least-Squares Classifier for Accuracy and Interpretability Improvement of Credit Risk Assessment	1
Decision-Making with Multiple Interacting Criteria: An Indirect Elicitation of Preference Parameters Using Evolutionary Algorithms	1
Data Mining Method for Identifying Biased or Misleading Future Outlook	1
Robust ABC Inventory Classification Using Hybrid TOPSIS-Alternative Factor Extraction Approaches	1
SSLnDO-Based Deep Residual Network and RV-Coefficient Integrated Deep Fuzzy Clustering for Cotton Crop Classification	1
A Bi-Objective Simulation-Based Optimization Approach for Optimizing Price, Warranty, and Spare Part Production Decisions Under Imperfect Repair	1
The Behavioral TOPSIS Based on Prospect Theory and Regret Theory	1
Consumer Decision Recognition Based on EEG Signals for Neuromarketing Applications	1
Multi-Objective Cluster Head-Based Energy-Aware Routing Protocol using Hybrid Woodpecker and Flamingo Search Optimization Algorithm for Internet of Things Environment	1
Editor’s Introduction	1
Extending ARAS with Integration of Objective Attribute Weighting under Spherical Fuzzy Environment	1
Factors Affecting the Adoption of Cloud for Software Development: A Case from Turkey	1
Application of Multi-Criteria Decision Analysis to Identify Global and Local Importance Weights of Decision Criteria	1
Optimal Solution Accoutrement for Crew Scheduling Problem: An Innovative Solution Approach Predicating on a Tailor-Made DSS	1
Multi-Objective Route Optimization for Long-Distance Cold Chain Transportation Considering Time Window	1
Optimized Deep Learning-Enabled Hybrid Logistic Piece-Wise Chaotic Map for Secured Medical Data Storage System	1
Evidential Supervised Classifier System: A New Learning Classifier System Dealing with Imperfect Information	1
Rec-CFSVD++: Implementing Recommendation System Using Collaborative Filtering and Singular Value Decomposition (SVD)++	1
An Entity Extraction and Categorization Technique on Twitter Streams	1
Editor’s Introduction	1
Can Investors Profit from Utilizing Technical Trading Rules During the COVID-19 Pandemic?	1
Elimination of the Domains’ Displacement of the Normalized Values in MCDM Tasks: The IZ-Method	1
Hybrid Fuzzy AHP and Fuzzy TOPSIS Decision Model for Aquaculture Species Selection	1
A Descriptive Framework for Information Retrieval Using Crawler Based Clustering and Effective Search Algorithm	1
Dwarf Mongoose Chimp Optimization Enabled RMDL for Sentiment Categorization Using Cell Phone Data	1
Evaluation of Companies in Applied Education: Determining the Criteria and a Case Study at an Industrial University	1
A Computer Assisted Decision Support System for Education Planning	1
Towards Automation of Short-Term Financial Distress Detection: A Real-World Case Study	1