# | Title | Journal | Year | Citations |
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|
1 | SCA: A Sine Cosine Algorithm for solving optimization problems | Knowledge-Based Systems | 2016 | 3,855 |
2 | Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm | Knowledge-Based Systems | 2015 | 3,432 |
3 | Recommender systems survey | Knowledge-Based Systems | 2013 | 2,424 |
4 | Equilibrium optimizer: A novel optimization algorithm | Knowledge-Based Systems | 2020 | 1,438 |
5 | A new Fruit Fly Optimization Algorithm: Taking the financial distress model as an example | Knowledge-Based Systems | 2012 | 1,266 |
6 | Graph embedding techniques, applications, and performance: A survey | Knowledge-Based Systems | 2018 | 1,234 |
7 | A survey on opinion mining and sentiment analysis: Tasks, approaches and applications | Knowledge-Based Systems | 2015 | 931 |
8 | Survey and critique of techniques for extracting rules from trained artificial neural networks | Knowledge-Based Systems | 1995 | 869 |
9 | Seagull optimization algorithm: Theory and its applications for large-scale industrial engineering problems | Knowledge-Based Systems | 2019 | 814 |
10 | AutoML: A survey of the state-of-the-art | Knowledge-Based Systems | 2021 | 776 |
11 | Transfer learning using computational intelligence: A survey | Knowledge-Based Systems | 2015 | 742 |
12 | Aspect extraction for opinion mining with a deep convolutional neural network | Knowledge-Based Systems | 2016 | 669 |
13 | Fuzzy best-worst multi-criteria decision-making method and its applications | Knowledge-Based Systems | 2017 | 637 |
14 | Automated EEG analysis of epilepsy: A review | Knowledge-Based Systems | 2013 | 626 |
15 | A survey on federated learning | Knowledge-Based Systems | 2021 | 619 |
16 | DUNet: A deformable network for retinal vessel segmentation | Knowledge-Based Systems | 2019 | 582 |
17 | Emperor penguin optimizer: A bio-inspired algorithm for engineering problems | Knowledge-Based Systems | 2018 | 581 |
18 | An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems | Knowledge-Based Systems | 2018 | 542 |
19 | Hesitant fuzzy multi-attribute decision making based on TOPSIS with incomplete weight information | Knowledge-Based Systems | 2013 | 540 |
20 | A DEMATEL method in identifying key success factors of hospital service quality | Knowledge-Based Systems | 2010 | 510 |
21 | A new user similarity model to improve the accuracy of collaborative filtering | Knowledge-Based Systems | 2014 | 502 |
22 | Stochastic Fractal Search: A powerful metaheuristic algorithm | Knowledge-Based Systems | 2015 | 493 |
23 | Snake Optimizer: A novel meta-heuristic optimization algorithm | Knowledge-Based Systems | 2022 | 483 |
24 | Evolving support vector machines using fruit fly optimization for medical data classification | Knowledge-Based Systems | 2016 | 480 |
25 | Interval-valued hesitant preference relations and their applications to group decision making | Knowledge-Based Systems | 2013 | 464 |
26 | Atom search optimization and its application to solve a hydrogeologic parameter estimation problem | Knowledge-Based Systems | 2019 | 457 |
27 | Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting | Knowledge-Based Systems | 2014 | 442 |
28 | Consensus reaching in social network group decision making: Research paradigms and challenges | Knowledge-Based Systems | 2018 | 442 |
29 | Wizard of Oz studies — why and how | Knowledge-Based Systems | 1993 | 424 |
30 | A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm | Knowledge-Based Systems | 2013 | 423 |
31 | Approaches to multiple attribute group decision making based on intuitionistic fuzzy power aggregation operators | Knowledge-Based Systems | 2011 | 408 |
32 | A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm | Knowledge-Based Systems | 2011 | 402 |
33 | Hesitant fuzzy prioritized operators and their application to multiple attribute decision making | Knowledge-Based Systems | 2012 | 400 |
34 | GRA method for multiple attribute decision making with incomplete weight information in intuitionistic fuzzy setting | Knowledge-Based Systems | 2010 | 399 |
35 | Application of entropies for automated diagnosis of epilepsy using EEG signals: A review | Knowledge-Based Systems | 2015 | 388 |
36 | A collaborative filtering approach to mitigate the new user cold start problem | Knowledge-Based Systems | 2012 | 386 |
37 | 25years at Knowledge-Based Systems: A bibliometric analysis | Knowledge-Based Systems | 2015 | 386 |
38 | Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets | Knowledge-Based Systems | 2015 | 384 |
39 | A comprehensive survey on sentiment analysis: Approaches, challenges and trends | Knowledge-Based Systems | 2021 | 384 |
40 | Deep learning fault diagnosis method based on global optimization GAN for unbalanced data | Knowledge-Based Systems | 2020 | 376 |
41 | CANN: An intrusion detection system based on combining cluster centers and nearest neighbors | Knowledge-Based Systems | 2015 | 375 |
42 | Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues | Knowledge-Based Systems | 2020 | 368 |
43 | Designing as reflective conversation with the materials of a design situation | Knowledge-Based Systems | 1992 | 362 |
44 | A novel adversarial learning framework in deep convolutional neural network for intelligent diagnosis of mechanical faults | Knowledge-Based Systems | 2019 | 362 |
45 | Binary PSO with mutation operator for feature selection using decision tree applied to spam detection | Knowledge-Based Systems | 2014 | 360 |
46 | Study on density peaks clustering based on k-nearest neighbors and principal component analysis | Knowledge-Based Systems | 2016 | 360 |
47 | Fuzzy analytic hierarchy process with interval type-2 fuzzy sets | Knowledge-Based Systems | 2014 | 359 |
48 | Political Optimizer: A novel socio-inspired meta-heuristic for global optimization | Knowledge-Based Systems | 2020 | 349 |
49 | A visual interaction consensus model for social network group decision making with trust propagation | Knowledge-Based Systems | 2017 | 341 |
50 | Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems | Knowledge-Based Systems | 2018 | 337 |