# | 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 |