| # | Title | Journal | Year | Citations |
|---|
| 1 | A state-of the-art survey of TOPSIS applications | Expert Systems With Applications | 2012 | 1,614 |
| 2 | A simple and fast algorithm for K-medoids clustering | Expert Systems With Applications | 2009 | 1,519 |
| 3 | Learning from class-imbalanced data: Review of methods and applications | Expert Systems With Applications | 2017 | 1,401 |
| 4 | Marine Predators Algorithm: A nature-inspired metaheuristic | Expert Systems With Applications | 2020 | 1,239 |
| 5 | A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method | Expert Systems With Applications | 2009 | 1,222 |
| 6 | A GA-based feature selection and parameters optimizationfor support vector machines | Expert Systems With Applications | 2006 | 1,210 |
| 7 | Feature reduction and selection for EMG signal classification | Expert Systems With Applications | 2012 | 1,110 |
| 8 | Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization | Expert Systems With Applications | 2016 | 1,080 |
| 9 | EEG signal classification using PCA, ICA, LDA and support vector machines | Expert Systems With Applications | 2010 | 1,048 |
| 10 | Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL | Expert Systems With Applications | 2007 | 971 |
| 11 | EEG signal classification using wavelet feature extraction and a mixture of expert model | Expert Systems With Applications | 2007 | 956 |
| 12 | Educational data mining: A survey from 1995 to 2005 | Expert Systems With Applications | 2007 | 952 |
| 13 | Application of data mining techniques in customer relationship management: A literature review and classification | Expert Systems With Applications | 2009 | 894 |
| 14 | Developing global managers’ competencies using the fuzzy DEMATEL method | Expert Systems With Applications | 2007 | 875 |
| 15 | Human activity recognition with smartphone sensors using deep learning neural networks | Expert Systems With Applications | 2016 | 850 |
| 16 | A comparative study of efficient initialization methods for the k-means clustering algorithm | Expert Systems With Applications | 2013 | 834 |
| 17 | Application of decision-making techniques in supplier selection: A systematic review of literature | Expert Systems With Applications | 2013 | 788 |
| 18 | A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers | Expert Systems With Applications | 2012 | 787 |
| 19 | Particle swarm optimization for parameter determination and feature selection of support vector machines | Expert Systems With Applications | 2008 | 755 |
| 20 | Intrusion detection by machine learning: A review | Expert Systems With Applications | 2009 | 709 |
| 21 | Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer | Expert Systems With Applications | 2022 | 693 |
| 22 | Expert system methodologies and applications—a decade review from 1995 to 2004 | Expert Systems With Applications | 2005 | 692 |
| 23 | Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters | Expert Systems With Applications | 2005 | 688 |
| 24 | Developing a fuzzy TOPSIS approach based on subjective weights and objective weights | Expert Systems With Applications | 2009 | 688 |
| 25 | Fuzzy multiple criteria decision-making techniques and applications – Two decades review from 1994 to 2014 | Expert Systems With Applications | 2015 | 684 |
| 26 | Fuzzy TOPSIS method based on alpha level sets with an application to bridge risk assessment | Expert Systems With Applications | 2006 | 680 |
| 27 | Survey of Green Vehicle Routing Problem: Past and future trends | Expert Systems With Applications | 2014 | 680 |
| 28 | Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy | Expert Systems With Applications | 2009 | 676 |
| 29 | A green supplier selection model for high-tech industry | Expert Systems With Applications | 2009 | 675 |
| 30 | Knowledge sharing, innovation and firm performance | Expert Systems With Applications | 2012 | 672 |
| 31 | Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques | Expert Systems With Applications | 2015 | 667 |
| 32 | Neural networks and statistical techniques: A review of applications | Expert Systems With Applications | 2009 | 665 |
| 33 | Grey system theory-based models in time series prediction | Expert Systems With Applications | 2010 | 662 |
| 34 | Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions | Expert Systems With Applications | 2009 | 660 |
| 35 | Risk evaluation approaches in failure mode and effects analysis: A literature review | Expert Systems With Applications | 2013 | 651 |
| 36 | An artificial neural network (p,d,q) model for timeseries forecasting | Expert Systems With Applications | 2010 | 644 |
| 37 | Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts | Expert Systems With Applications | 2021 | 642 |
| 38 | Review of the main developments in the analytic hierarchy process | Expert Systems With Applications | 2011 | 634 |
| 39 | Support vector machines combined with feature selection for breast cancer diagnosis | Expert Systems With Applications | 2009 | 633 |
| 40 | An application of support vector machines in bankruptcy prediction model | Expert Systems With Applications | 2005 | 630 |
| 41 | Surveying stock market forecasting techniques – Part II: Soft computing methods | Expert Systems With Applications | 2009 | 627 |
| 42 | Credit scoring with a data mining approach based on support vector machines | Expert Systems With Applications | 2007 | 624 |
| 43 | Weapon selection using the AHP and TOPSIS methods under fuzzy environment | Expert Systems With Applications | 2009 | 620 |
| 44 | Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges | Expert Systems With Applications | 2018 | 619 |
| 45 | A comparison of random forest variable selection methods for classification prediction modeling | Expert Systems With Applications | 2019 | 618 |
| 46 | Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange | Expert Systems With Applications | 2011 | 612 |
| 47 | Chimp optimization algorithm | Expert Systems With Applications | 2020 | 612 |
| 48 | A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods | Expert Systems With Applications | 2010 | 599 |
| 49 | The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC) | Expert Systems With Applications | 2015 | 591 |
| 50 | A fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting | Expert Systems With Applications | 2011 | 588 |
