| A proposal for evolutionary fuzzy systems using feature weighting: dealing with overlapping in imbalanced datasets S Alshomrani, A Bawakid, SO Shim, A Fernández, F Herrera Knowledge-Based Systems 73, 1-17, 2015 | 67 | 2015 |
| Machine learning based cost effective electricity load forecasting model using correlated meteorological parameters M Jawad, MSA Nadeem, SO Shim, IR Khan, A Shaheen, N Habib, ... IEEE Access 8, 146847-146864, 2020 | 66 | 2020 |
| Image indexing by modified color cooccurrence matrix SO Shim, TS Choi 2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003 | 65 | 2003 |
| CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring J Luengo, SO Shim, S Alshomrani, A Altalhi, F Herrera Knowledge-Based Systems 140, 27-49, 2018 | 58 | 2018 |
| EEG based evaluation of stereoscopic 3D displays for viewer discomfort AS Malik, RNHR Khairuddin, HU Amin, ML Smith, N Kamel, JM Abdullah, ... Biomedical engineering online 14, 1-21, 2015 | 55 | 2015 |
| Edge color histogram for image retrieval SO Shim, TS Choi Proceedings. International Conference on Image Processing 3, 957-960, 2002 | 53 | 2002 |
| A novel iterative shape from focus algorithm based on combinatorial optimization SO Shim, TS Choi Pattern Recognition 43 (10), 3338-3347, 2010 | 50 | 2010 |
| Congestion avoidance and fault detection in WSNs using data science techniques HSZ Kazmi, N Javaid, M Awais, M Tahir, S Shim, YB Zikria Transactions on Emerging Telecommunications Technologies 33 (3), e3756, 2022 | 40 | 2022 |
| Accurate shape from focus based on focus adjustment in optical microscopy SO Shim, AS Malik, TS Choi Microscopy research and technique 72 (5), 362-370, 2009 | 37 | 2009 |
| Tone-mapping using perceptual-quantizer and image histogram IR Khan, W Aziz, SO Shim IEEE Access 8, 31350-31358, 2020 | 31 | 2020 |
| Depth map estimation using a robust focus measure AS Malik, SO Shim, TS Choi 2007 IEEE International Conference on Image Processing 6, VI-564-VI-567, 2007 | 30 | 2007 |
| Mitosis detection in breast cancer histopathology images using hybrid feature space N Maroof, A Khan, SA Qureshi, A ul Rehman, RK Khalil, SO Shim Photodiagnosis and photodynamic therapy 31, 101885, 2020 | 28 | 2020 |
| Improving focus measurement via variable window shape on surface radiance distribution for 3D shape reconstruction IH Lee, SO Shim, TS Choi Optics and Lasers in Engineering 51 (5), 520-526, 2013 | 27 | 2013 |
| Shape from focus using principal component analysis in discrete wavelet transform MT Mahmood, SO Shim, TS Choi Optical Engineering 48 (5), 057203-057203-9, 2009 | 27 | 2009 |
| Image de-noising using noise ratio estimation, K-means clustering and non-local means-based estimator A Khan, M Waqas, MR Ali, A Altalhi, S Alshomrani, SO Shim Computers & Electrical Engineering 54, 370-381, 2016 | 26 | 2016 |
| On the feature selection methods and reject option classifiers for robust cancer prediction MH Waseem, MSA Nadeem, A Abbas, A Shaheen, W Aziz, A Anjum, ... IEEE Access 7, 141072-141082, 2019 | 25 | 2019 |
| A novel phase space reconstruction‐(PSR‐) based predictive algorithm to forecast atmospheric particulate matter concentration SA Ali Shah, W Aziz, MS Ahmed Nadeem, M Almaraashi, SO Shim, ... Scientific Programming 2019 (1), 6780379, 2019 | 23 | 2019 |
| Optimizing image focus for 3D shape recovery through genetic algorithm IH Lee, MT Mahmood, SO Shim, TS Choi Multimedia tools and applications 71, 247-262, 2014 | 20* | 2014 |
| A hybrid model for forecasting of particulate matter concentrations based on multiscale characterization and machine learning techniques SAA Shah, W Aziz, M Almaraashi, MSA Nadeem, N Habib, SO Shim Mathematical Biosciences and Engineering 18 (3), 1992-2009, 2021 | 19 | 2021 |
| Class association and attribute relevancy based imputation algorithm to reduce twitter data for optimal sentiment analysis M Bibi, MSA Nadeem, IH Khan, SO Shim, IR Khan, U Naqvi, W Aziz IEEE Access 7, 136535-136544, 2019 | 18 | 2019 |
