Particle Swarm Optimization, Genetic Algorithm, Ant Colony Optimization, Artificial Immune System, Decision Support System, Artificial Neural Network

MyPublications


Book/ Handbook/ Module
1.     Strategic Planning Book for IIESM, 2013
2.     Essentials of Computing Sciences Project Administration


Selected Journal

1    Yusoff, M., Ikram, M. N. S. B. M., & Janom, N. (2018). Task Assignment Optimization for Crowdsourcing Using Genetic Algorithm. Advanced Science Letters, 24(11), 8205-8208. Yusoff, M., Ikram, M. N. S. B. M., & Janom, N. (2018). Task Assignment Optimization for Crowdsourcing Using Genetic Algorithm. Advanced Science Letters, 24(11), 8205-8208.


2. Yusoff, M., & Othman, A. A. (2018). Genetic algorithm with elitist-tournament for clashes-free slots of lecturer timetabling problem. Indonesian Journal of Electrical Engineering and Computer Science, 12(1), 303-309.

3. Yusoff, M., & Fathi, M. N. B. (2018). Evaluation of clustering methods for student learning style based Neuro Linguistic Programming. International Journal of Engineering and Technology (UAE), 7(3), 63-67.

4.   Yusoff, M., Saharudin, A. M., Haron, H., & Wahab, A. A. (2018). Neuro Linguistic Programming Adoption in Teaching Programming Course: A Review. Advanced Science Letters, 24(11), 8186-8189.

5.  Zaini, N., Malek, M. A., Yusoff, M., Osmi, S. F. C., Mardi, N. H., & Norhisham, S. (2018). Support vector machine and neural network based model for monthly stream flow forecasting. International Journal of Engineering and Technology (UAE), 7(4), 683-688.

6.  Mohd Radzi, Marina Yusoff, Optimizing Personalized Commitment with Particle Swarm Optimization, IJET, 2018, Scopus.

7.  Marina Yusoff, Mohd Najib, Evaluation of Clustering Methods for Student Learning Style based Neuro Linguistic Programming, IJET, 2018, Scopus.

8.  Siti Fatimah Che Osmi, M.A. Malek, M Yusoff. Prediction of ammoniacal nitrogen in river using modified cuckoo search –neural network (CS-NN). Ecology, Environment and Conservation journal, Vol 23, pp s85-s88, 2017 (Scopus Index) (Q4)

9. Nuratiah Zaini, M.A. Malek, Marina Yusoff. Sensitivity analysis on various meteorological parameters in river flow forecasting model using support vector machine, Ecology, Environment and Conservation journal, Vol 23, pp s556-s561, 2017 (Scopus Index) (Q4)

10.  Awang, H., Rashidi, N. A., Yusof, M. Mohammad, K. Correlation Between P-wave Velocity and Strength Index for Shale to Predict Uniaxial Compressive Strength Value. In MATEC Web of Conferences (Vol. 103, p. 07017). EDP Sciences, 2017 (Scopus Index)

11.  Marina Yusoff, Noor Jalilah Jefri, Mohd Sadri Kahar, Sequential Minimal Optimization Algorithm with Support Vector Machine for Mosquito Larvae Identification. Advanced Science Letters, 23(5), 4274-4277. 2017 (Scopus Index, H-Index 21, (Q4)

12.  Siti Fatimah Che Osmi, Marlinda Binti Abdul Malek, Marina Yusoff, Nor Hidayah Binti Azman, W.M. Faizal, Development of River Water Quality Management using Fuzzy Techniques: A Review,International Journal of River Basin Management, Vol. 14 , Iss. 2, 243-254, 2016.  DOI: 10.1080/15715124.2015.1105232 (Scopus Index, H-Index 15. (Q2), 

13.  Marina Yusoff, Dzul Fazwan Othman, Amirul Thaqif Latiman, Rohana Hassan, Evaluation of hybrid monte-carlo and genetic algorithm for tropical timber joint strength, Journal of Engineering and Applied Sciences 11.7 (2016): 1682-1686. Scopus Index  H-Index 15 (Q3)

 14. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed. DPSO based on a min-max approach and clamping strategy for the evacuation vehicle assignment problem. Neurocomputing, 148, 30-38 (2015). ,DOI:10.1016/j.neucom.2012.12.083 (Impact Factor:2.392, H- Index 84,  (Q1)  

 15. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, Discrete Particle Swarm Optimization with a Search Decomposition and Random Selection for the Shortest Path Problem, International Journal of Computer Information Systems and Industrial Management Applications, vol 4, pp. 578-588, 2012. (Scopus Index)

16. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A Modified Discrete Particle Swarm Optimization for Solving Flash Floods Evacuation Operation, International Journal of Computers.Vol 5, Issue 4. pp 460-467. 2011.

17. Azlinah Mohamed, Marina Yusoff, Itaza Afiani Mohtar, Sofianita Mutalib    and Shuzlina Abdul Rahman, Constraint Satisfaction Problem Using Modified Branch  and Bound Algorithm, WSEAS Transactions on Computers, Issue 1, Volume 7, pp. 1 – 7, January 2008, ISSN: 1109-2750 SCImago (Journal Rank) = 0,038  Indexing: 05.76% (Acceptance Rate)

Chapters in Book/ Lecture Notes/Proceedings

1. Marina Yusoff, Ili Izdhar Roslan, Anizahyati Alisibramulisi and Rohana Hassan (2015). Computational Approach for Timber and Composite Material Connection Using Particle Swarm Optimization. In InCIEC 2014 (pp. 1141-1152). Springer Singapore.

2.  Norulhidayah Isa, Azlinah Mohamed, Marina Yusoff (2015). Implementation of Dynamic Traffic Routing for Traffic Congestion: A Review. In Soft Computing in Data Science (pp. 174-186). Springer Singapore.

3. Nuratiah Zaini, Marlinda Abdul Malek., Marina Yusoff (2015, April). The application of computational intelligence methods in modelling river flow prediction: A review. In Computer, Communications, and Control Technology (I4CT), 2015 International Conference on (pp. 370-374). IEEE.

4.Hassan, R., Yusoff, M., Alisibramulisi, A., Amin, N. M., & Ismail, Z. (Eds.). (2015). InCIEC 2014: Proceedings of the International Civil and Infrastructure Engineering Conference 2014. Springer.

5. Hassan, R., Yusoff, M., Ismail, Z., Amin, N. M., & Fadzil, M. A. (2014). InCIEC 2013: Proceedings of the International Civil and Infrastructure Engineering Conference 2013. Springer Science & Business Media. 
6   6. Isa, N. R. M., Yusoff, M., Khalid, N. E., Tahir, N., & binti Nikmat, A. W. (2014, December). Autism severity level detection using fuzzy expert system. In Robotics and Manufacturing Automation (ROMA), 2014 IEEE International Symposium on (pp. 218-223). IEEE.

7. Khalid, N. E. A., Yusoff, M., Kamaru-Zaman, E. A., & Kamsani, I. I. (2014). Multidimensional Data Medical Dataset Using Interactive Visualization Star Coordinate Technique. Procedia Computer Science, 42, 247-254. 

7. Yusoff, M., Shalji, S. M., Hassan, R. (2014). Particle Swarm Optimization for Single Shear Timber Joint Simulation. In InCIEC 2013(pp. 117-126). Springer Singapore.

8. Hassan, R., Ibrahim, A., Ahmad, Z. Yusoff, M. (2014). Dowel-Bearing Strength Properties of Two Tropical Hardwoods. In InCIEC 2013(pp. 27-36). Springer, Singapore. 

9. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, DPSO Based on Random Particle Priority Value and Decomposition Procedure as a Searching Strategy for the Evacuation Vehicle Routing Problem, 19th International Conference on Neural Information Processing, ICONIP 2012  Neural Information Processing Lecture Notes in Computer Science (LNCS)  Volume 7665, 2012, pp 678-685, (ISI)

10. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A Multi-valued  Discrete Particle Swarm Optimization for the Evacuation Vehicle Routing Problem, In Proceeding n Advances in Swarm Intelligence in LNCS (Vol. 6728, pp. 182-193). Beijing: Springer-Verlag, 2011 (ISI)

11. Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, Solving Vehicle Assignment Problem Using Evolutionary Computation, In: Y. Tan, Y. Shi, and K.C. Tan (eds.): ICSI 2010, Part I, LNCS 6145, pp. 523–532, 2010. ISSN: 0302-9743 ISBN-10: 3-642-13494-7ISBN-13: 978-3-642-13494-4 (ISI)

12.  Sofianita Mutalib, Shuzlina Binti Abdul Rahman, Marina Yusoff, Azlinah Mohamed ,Turf Grass Irrigation Using Neuro-Fuzzy System, 19th International Conference on Neural Information Processing, ICONIP 2012, Neural Information Processing, Lecture Notes in Computer Science, Volume 7666, 2012, pp 644-651.(ISI)

13.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A Vehicle Priority Selection Algorithm for Evacuation Planning, In: Gervasi, O., Murgante, B., Lagana, A., Taniar,  D, Mun, Y., Gavrilove, M. (eds.) Computational Science and its Applications: Lecture  Notes in Computer Science 5072, Part 1, pp. 1222-1234, Springer-Verlag, Jun 2008 ISBN: 978-3-540-69838-8, ISSN: 0302-9743 (SCOPUS)

14.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A Two-tier Solution for Disaster Relief Management, IEEE Symposium on Industrial Electronics & Applications, 2013

15.  Marina Yusoff, Nurfatin Farhan Mohd Jamil, Noor Elaiza Abd Khalid, Evolutionary Algorithm for Inventory Problem, 2013 IEEE Symposium on Industrial Electronics & Applications, 2013

16.  Marina Yusoff, Mohd Sharil Salji, Rohana Hassan, Particle Swarm Optimization for Single Shear Timber Joint Simulation, International Civil and Infrastructure Engineering (INCIEC 2013), Springer Publication, 2013

17.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, Discrete Particle Swarm Optimization for Solving a Single to Multiple Destinations in Evacuation Planning In Proceeding of 13th WSEAS International Conference on Mathematical Methods, Computational Techniques and Intelligent Systems (MAMECTIS'11)(SCOPUS/ISI)

18.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A Discrete Particle Swarm Optimization with Random Selection for The Shortest Path Problem,International Conference on Soft Computing and Pattern Recognition, SoCPaR 2010, Paris France, 7-10 December 2010, art. no. 5685867, pp. 133-138. (IEEE/SCOPUS/ISI)


19.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, An Improved Discrete Particle Swarm Optimization in Evacuation Planning. International Conference of Soft Computing and Pattern Recognition (SOCPAR’09), IEEE Computer Society, ISBN:978-0-7695-3879-2/09, 2009.(IEEE/SCOPUS/ISI)

20.  Shuzlina Abdul Rahman, Rohayu Yusof, Sofianita Mutalib, Marina Yusoff, Azlinah Mohamed,Slant Algorithm for Online Signature Recognition, In: Mastorakis, N.E., Croitoru, A., Balas, V.E., Son, E., Mladenov, V. (eds.) Recent Advances in Evolutionary Computing: Artificial Intelligence Series: A Series of Reference Books and Textbooks, WSEAS Press, pp. 152 - 157, March 23 – 25, 2009 ISBN: 978-960-474-067-3ISSN: 1790-5109 (SCOPUS/ISI)

21.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A. Optimization Approaches for Macroscopic Emergency Evacuation Planning: A Survey. Proceedings of Int. Symposium on Information Technology (ITSIM’08), IEEE Computer Society, ISBN: 978-1-4244-2327-9, 2008. (IEEE)

22.  Marina Yusoff, Junaidah Ariffin, and Azlinah Mohamed, A. An Overview of Emergency Evacuation Planning Development Proceedings of Int. Conference on Civil Engineering (ICEE’08): Challenges in Facing Natural Hazards for Future Engineering Practise, 2008. (IEEE)

23.  Shuzlina Abdul Rahman, Marina Yusoff, Azlinah Mohamed, Framework Development in Extracting Rules from Trainned Neural Network. Conference on Scientific & Social Research (CSSR’07), Unversiti Publication Center (UPENA), Universiti Teknologi MARA. ISBN 978-967-305-014-7.

24.  Azlinah Mohamed, Marina Yusoff Sofianita Mutalib, Shuzlina Abdul Rahman. Modified Branch and Bound Algorithm, In Proceeding of the 8th WSEAS International Conference on Evolutionary Computing, pp.273-278 (2007)

25.  Azlinah Mohamed, Marina Yusoff Sofianita Mutalib, Shuzlina Abdul Rahman. Modified Branch and Bound Algorithm, Lecture Notes in Computational Intelligence,  Artificial Intelligence Series (2007)

26.  Marina Yusoff, Shuzlina Abd Rahman, Sofianita Mutalib, Azlinah  Mohamed, License Plate Number Recognition using Kohonen Neural Network, International Conference on Electrical engineering and Informatics (ICEEI) (2007)

27.  Shuzlina Abd Rahman Marina Yusoff, Sofianita Mutalib, Azlinah Mohamed   Comparative A7alysis between Artificial Neural Networks and Statistical Techniques in Bioinformatics, International Conference on Electrical engineering and Informatics (ICEEI) (2007)
28.  Sofianita Mutalib, Shuzlina Abd Rahman, Marina Yusoff, Azlinah Mohamed , Personality Analysis Based On Letter ‘t’ Using Back Propagation Neural Network, International Conference on Electrical engineering and Informatics (ICEEI) (2007)

30.  Marina Yusoff, Mazani Manaf, Azlinah Mohamed. Competency Requirement in Information System Engineering Program, In proceeding of International Conference on Technology Management (2006).

31.  Sofianita Mutalib, Shuzlina Abdul Rahman, Marina Yusoff, Azlinah Mohamed. Towards Employing Data Mining Tools in Security Centre Databases, In Proceeding of 1st International Conference on Business IT, BIZIT’06 (2006).

32.  Marina Yusoff, Azlinah Mohamed, Noraz Leley Mohamad. Diagnosing Skin Disease Neural Network Technique, In proceeding of International Science Congress (2005).

33.  Shuzlina Abdul Rahman, Marina Yusoff, Azlinah Mohamed. Analysis of rules extraction form artificial neural networks in terms of its method, In Proceeding of 3rd International on Information Technology & Multimedia (2005).

34.  Marina Yusoff, Azlinah Mohamed. Emotional Recognition in Neural Network Application in Proceeding of National Conference on Computer Science and Networking (2005)

35.  Shuzlina Abdul Rahman, Azlinah Mohamed, Marina Yusoff, Framework Development in extracting rules from trained neural network, Universiti Teknologi MARA (2005).

36.  Marina Yusoff. Motivating Knowledge Sharing Across Intranet, In proceeding of Seminar Kebangsaan Sains Pemutusan (2004).

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