| Performance evaluation of short-term time-series traffic prediction model S Ishak, H Al-Deek Journal of transportation engineering 128 (6), 490-498, 2002 | 248 | 2002 |
| A Hidden Markov Model for short term prediction of traffic conditions on freeways Y Qi, S Ishak Transportation Research Part C: Emerging Technologies 43, 95-111, 2014 | 221 | 2014 |
| Optimization of dynamic neural network performance for short-term traffic prediction S Ishak, P Kotha, C Alecsandru Transportation Research Record 1836 (1), 45-56, 2003 | 154 | 2003 |
| Optimizing traffic prediction performance of neural networks under various topological, input, and traffic condition settings S Ishak, C Alecsandru Journal of transportation engineering 130 (4), 452-465, 2004 | 150 | 2004 |
| A hierarchical machine learning classification approach for secondary task identification from observed driving behavior data OA Osman, M Hajij, S Karbalaieali, S Ishak Accident Analysis & Prevention 123, 274-281, 2019 | 65 | 2019 |
| Prediction of near-crashes from observed vehicle kinematics using machine learning OA Osman, M Hajij, PR Bakhit, S Ishak Transportation Research Record 2673 (12), 463-473, 2019 | 62 | 2019 |
| Performance of automatic ANN-based incident detection on freeways S Ishak, H Al-Deek Journal of Transportation Engineering 125 (4), 281-290, 1999 | 55 | 1999 |
| A comparative analysis of tree-based ensemble methods for detecting imminent lane change maneuvers in connected vehicle environments SR Mousa, PR Bakhit, OA Osman, S Ishak Transportation Research Record 2672 (42), 268-279, 2018 | 53 | 2018 |
| Post and during event effect of cell phone talking and texting on driving performance—A driving simulator study R Thapa, J Codjoe, S Ishak, KS McCarter Traffic injury prevention 16 (5), 461-467, 2015 | 53 | 2015 |
| An extreme gradient boosting method for identifying the factors contributing to crash/near-crash events: a naturalistic driving study SR Mousa, PR Bakhit, S Ishak Canadian Journal of Civil Engineering 46 (8), 712-721, 2019 | 50 | 2019 |
| Detection of driver engagement in secondary tasks from observed naturalistic driving behavior M Ye, OA Osman, S Ishak, B Hashemi Accident Analysis & Prevention 106, 385-391, 2017 | 47 | 2017 |
| Safety evaluation of joint and conventional lane merge configurations for freeway work zones S Ishak, Y Qi, P Rayaprolu Traffic injury prevention 13 (2), 199-208, 2012 | 47 | 2012 |
| A dynamic adaptive algorithm for merging into platoons in connected automated environments S Karbalaieali, OA Osman, S Ishak IEEE Transactions on Intelligent Transportation Systems 21 (10), 4111-4122, 2019 | 43 | 2019 |
| Effects of work zone configurations and traffic density on performance variables and subjective workload M Shakouri, LH Ikuma, F Aghazadeh, K Punniaraj, S Ishak Accident Analysis & Prevention 71, 166-176, 2014 | 41 | 2014 |
| Hybrid model-based and memory-based traffic prediction system C Alecsandru, S Ishak Transportation Research Record 1879 (1), 59-70, 2004 | 41 | 2004 |
| Freeway truck lane restriction and differential speed limits: crash analysis and traffic characteristics M Korkut, S Ishak, B Wolshon Transportation research record 2194 (1), 11-20, 2010 | 37 | 2010 |
| Fuzzy ART neural network model for automated detection of freeway incidents SS Ishak, HM Al-Deek Transportation research record 1634 (1), 56-63, 1998 | 37 | 1998 |
| A network level connectivity robustness measure for connected vehicle environments OA Osman, S Ishak Transportation research part C: emerging technologies 53, 48-58, 2015 | 32 | 2015 |
| Crash and near-crash risk assessment of distracted driving and engagement in secondary tasks: a naturalistic driving study PR Bakhit, BB Guo, S Ishak Transportation research record 2672 (38), 245-254, 2018 | 31 | 2018 |
| Statistical evaluation of interstate 4 traffic prediction system S Ishak, H Al-Deek Transportation research record 1856 (1), 16-24, 2003 | 31 | 2003 |
