Fadratul Hafinaz Hassan, Dr.

  • Fadra 

  • Senior Lecturer

    Email : This email address is being protected from spambots. You need JavaScript enabled to view it.

    Tel : +604 653 5052
    Fax : +604 653 3335
    Room : 609

    School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang

    Research Cluster

    Data To Knowledge

  • Research Interest

    Pedestrian Simulation, Optimisation Spatial Layout , Statistical Analysis


    Optimisation Space Planning


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Pedestrian Simulation
Optimisation Spatial Layout 
Statistical Analysis



Pedestrian Simulator and Heuristic Search Methods for Spatial Layout Design

Enhancing Genetic Algorithm Pedestrian Simulation in a Panic Situation

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Rahman, N.A., Alias, N.A., Sukor, N.S.A., Halim, H., Gotoh, H., Hassan, F.H. Trajectories and walking velocity of pedestrian walking through angled-corridors: A unidirectional scenario (2019) IOP Conference Series: Materials Science and Engineering, 572 (1), pp. -. DOI: 10.1088/1757-899X/572/1/012114

Hassan, F.H., Razak, N.S.A., Ibrahim, N., Pei, W.L., Salleh, M.N. Pedestrian evacuation route plan using existing optimal exit selection algorithms (2019) International Journal of Innovative Technology and Exploring Engineering, 8 (8 S), pp. 351-356. DOI:

Ibrahim, N., Hassan, F.H., Azlan Mohamed, A.S., Khader, A.T. The Impact of Spatial Layout Design on the Pedestrian Movement during Panic Situation: Pedestrian Survival Prediction (2019) Journal of Physics: Conference Series, 1201 (1), pp. -. DOI: 10.1088/1742-6596/1201/1/012066

Hassan, F.H., Azelan, N.A. Comparing performance of machine learning algorithms in a flood prediction model with real data sets (2019) International Journal of Advanced Trends in Computer Science and Engineering, 8 (1.4 S1), pp. 152-157. DOI: 10.30534/ijatcse/2019/2381.42019

Hadisuwito, A.S., Hassan, F.H. Using backpropagation to predict drought factor in keetch-byram drought index (2019) Baghdad Science Journal, 16 (2), pp. 477-484. DOI: 10.21123/bsj.2019.16.2(SI)0477

Ibrahim, N., Hassan, F.H. Pythagorean theorem for shortest distance in ca based pedestrian simulation: a case study on the closed area (2019) Lecture Notes in Electrical Engineering, 547, pp. 67-73. DOI: 10.1007/978-981-13-6447-1_9

Ibrahim, N., Hassan, F.H. Optimal moore neighborhood approach of cellular automaton based pedestrian movement: A case study on the closed area (2019) Advances in Intelligent Systems and Computing, 858, pp. 57-71. DOI: 10.1007/978-3-030-01174-1_5

Ibrahim, N., Hassan, F.H., Zakaria, S.A. Incorporating cellular automaton based microscopic pedestrian simulation and genetic algorithm for spatial layout design optimization (2019) Lecture Notes in Electrical Engineering, 481, pp. 283-293. DOI: 10.1007/978-981-13-2622-6_28


Hassan, F.H., Wye, A.Y.K., Yusof, S.S.S., Xiang, T.Y. Predicting risk of getting smoking-related cancer: A comparison of three prediction models (2018) ACM International Conference Proceeding Series, , pp. -. DOI: 10.1145/3230905.3230950


Ibrahim, N., Hassan, F.H. Features of microscopic pedestrian movement in a panic situation based on cellular automata model (2017) AIP Conference Proceedings, 1891, pp. -. DOI: 10.1063/1.5005396

Ibrahim, N., Akhir, N.S.M., Hassan, F.H. Predictive analysis effectiveness in determining the epidemic disease infected area (2017) AIP Conference Proceedings, 1891, pp. -. DOI: 10.1063/1.5005397

Kee, C.Y., Wong, L.-P., Khader, A.T., Hassan, F.H. Multi-label classification of estimated time of arrival with ensemble neural networks in bus transportation network (2017) 2017 2nd IEEE International Conference on Intelligent Transportation Engineering, ICITE 2017, , pp. 150-154. DOI: 10.1109/ICITE.2017.8056898

Hassan, F.H., Ibrahim, N., Kit, H.W., Abdullah, R. Incorporating genetic algorithm operators in optimization spatial layout design (2017) ACM International Conference Proceeding Series, Part F131200, pp. 179-183. DOI: 10.1145/3133264.3133292

Chuah, H.S., Wong, L.-P., Hassan, F.H. Swap-based discrete firefly algorithm for traveling salesman problem (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10607 LNAI, pp. 409-425. DOI: 10.1007/978-3-319-69456-6_34

Ibrahim, N., Akhir, N.S.M., Hassan, F.H. Using clustering and predictive analysis of infected area on dengue outbreaks in Malaysia (2017) Journal of Telecommunication, Electronic and Computer Engineering, 9 (12-Feb), pp. 51-58. DOI:

Ibrahim, N., Hassan, F.H., Abdullah, R., Khader, A.T. Features of microscopic horizontal transition of cellular automaton based pedestrian movement in normal and panic situation (2017) Journal of Telecommunication, Electronic and Computer Engineering, 9 (12-Feb), pp. 163-169. DOI:

Hassan, F.H., Kit, H.W., Rosni, N.M.L.N., Azhar, N.D.A. Non-overlapping ratios as fitness function in optimisation spatial layout design (2017) Journal of Telecommunication, Electronic and Computer Engineering, 9 (5-Feb), pp. 83-86. DOI:


Hassan, F.H. Using microscopic pedestrian simulation statistics to find clogging regions (2016) Proceedings of 2016 SAI Computing Conference, SAI 2016, , pp. 156-160. DOI: 10.1109/SAI.2016.7555976

Alidmat, O.K.A., Khader, A.T., Hassan, F.H. Two-dimensional cellular automaton model to simulate pedestrian evacuation under fire-spreading conditions (2016) Journal of Information and Communication Technology, 15 (1), pp. 83-105. DOI:


Hassan, F.H., Tucker, A. Automatic layout design solution (2011) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7014 LNCS, pp. 198-209. DOI: 10.1007/978-3-642-24800-9_20


Hassan, F.H., Tucker, A. Using cellular automata pedestrian flow statistics with heuristic search to automatically design spatial layout (2010) Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, 2, pp. 32-37. DOI: 10.1109/ICTAI.2010.80

Hassan, F.H., Tucker, A. Using uniform crossover to refine simulated annealing solutions for automatic design of spatial layouts (2010) ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, , pp. 373-379. DOI:


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