sunday olusanya olatunji [aadam] (b.sc., m.sc., m.s., phd) · 2015-12-08 · dr. s. o. olatunji...
TRANSCRIPT
Dr. S. O. Olatunji Curriculum Vitae Page 1 of 19
SUNDAY OLUSANYA OLATUNJI [Aadam] (B.Sc., M.Sc., M.S., PhD)
Assistant Professor of Computer Science, College of Computer Science and Information Technology,
University of Dammam, P. O. Box 1982, Dammam 31441, Saudi Arabia.
________________________________________________________________________________________
Professional Profile:
Dedicated, resourceful and innovative Computer Professional, Researcher and Teacher, with interest in AI and
Computational Intelligence/Machine Learning and their applications in different fields including Oil & Gas,
intrusion detection, Biomedical predictions, Bioinformatics, and others.
Education
2012 PhD Degree in Computer Science, University Teknology, Malaysia, Johor Bahru, Skudai,
“Enhanced Computational Intelligence Models For Oil And Gas Reservoir Characterization”.
2008 Master Of Science Degree in Information & Computer Science, King Fahd University of
Petroleum and Minerals, Dhahran Saudi Arabia. “Data Mining in identifying carbonate
Lithofacies and Permeability based on Type-1 and Type-2 Fuzzy Inference Systems”
2002 Master of Science Degree in Computer Science, University of Ibadan, Ibadan, Nigeria.
“Fuzzy Expert System for Quality Control of Paints.”
1998 Bachelor of Science Degree (Honors) in Computer Science, Ondo State University, Ado-
Ekiti (Now University of Ado-Ekiti), Nigeria. “Computerized Students’ Accounts
Information System.”
Professional Experience
Jan.2014-Till
date
Assistant Professor: College of Computer Science and Information Technology,
University of Dammam
Teaching, Research and Community Services
Member of ABET Accreditation Quality Assurance Committee
Member Examination Centre Committee
2013-2014 Lecturer: Adekunle Ajasin University, Akungba Akoko, Nigeria
Dr. S. O. Olatunji Curriculum Vitae Page 2 of 19
Teaching and Research
2012-2013 Visiting Researcher: Universiti Teknologi Malaysia (UTM)
Carrying out researches for publication in impact factor journals in collaboration with
the Academics in Faculty of Computer Science and Information systems in UTM under
the K-Economy Research Alliance Deanship.
2012-2013
Research Engineer II: College of Computer Science and Engineering (CCSE), King
Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia.
Carried out research works on sponsored projects
Carried our other duties assigned by the CCSE.
Participated in a funded project titled: “Artificial Intelligence methods for Reservoir
Characterization” King Abdul Azeez Centre for Science and Technology (KACST)
sponsored project.
Participated in a funded project titled: “Detection of Questions in Arabic Audio
Monologues Using Prosodic Features” KFUPM sponsored project
Development of Prediction Models for the Saudi Stock Market Index
using Data Mining and AI Techniques-KACST -09-INF769-04 (2010-2012)
2009 -2012 PhD Researcher: Intelligent Software Engineering Laboratory, Faculty of
Computer Science & Information Systems, University of Teknology Malaysia,
81310 UTM Skudai, Johor, Malaysia.
Carrying out research works related to AI and CI with application in oil and gas,
pattern recognitions, bioinformatics and computational biology.
Work on different research projects that resulted in several publications
Working on PhD research topics and the related areas
2006 – 2008 Teaching and Research Assistant: Computer Science Department, King Fahd
University of Petroleum and Minerals, Dhahran, Saudi-Arabia.
Taught freshman computer Programming lab with excellent feedback received from
students
Carried out research works on sponsored projects
Carried our other duties assigned by the department
Participated in a funded project titled: “Artificial Neural Network Systems for
Reservoir Characterization - PVT properties” for Saudi ARAMCO Oil and Gas
Company. This project is mainly for producing research and developing efficient
Dr. S. O. Olatunji Curriculum Vitae Page 3 of 19
reliable software for Saudi ARAMCO Oil and Gas Company. It was a joint work
with both Research Institute and Petroleum Engineering Department at King Fahd
University of Petroleum and Minerals.
Participated in a funded project titled: “Reverse Engineering for Geometric Models
Using Evolutionary Heuristics(ICS/REVERSE ENG/312)”
Participated in a funded project titled: “Improving the Performance of Linux
Networking Subsystem (ICS/Linux/383)”
2003 – 2006 Assistant Lecturer: Computer Science Department, Adekunle Ajasin university,
Akungba Akoko, ondo State, Nigeria.
Teaching / Lecturing undergraduates from freshman year to final year
Carrying out researches
Supervision of Undergraduates Final Year Projects and diploma students projects
Participated in ICT(Information and Communication Technology) Training the
Trainer Workshop
A member of a group of four authors that wrote an introductory book to computer
systems and programming languages that was approved by the university authority
for use by the entire university students.
A member of a team that reviewed computer science curriculum that took effect in
2005.
Acting as Level Coordinator for final year students and responsible for the
computation of their results.
Appointed examination officer for Computer Science department for four
consecutive years
2001 - 2002 Graduate Assistant: Computer Science Department, Adekunle Ajasin university,
Akungba Akoko, ondo State, Nigeria.
Teaching / Lecturing undergraduates from freshman year to final year
Carrying out researches
Acting as Level Coordinator and responsible for the computation of their result.
Appointed examination office for the department for two consecutive years
Jun– Dec. 2000 Teacher: Ikaram Community High School, Ondo State, Nigeria
Dr. S. O. Olatunji Curriculum Vitae Page 4 of 19
Taught Physics and mathematics: Solely responsible for the lectures, course syllabi,
examination and final evaluation
1999–2000 National Youth Service Corps (NYSC): Intersystem Computers Limited, Kano,
Nigeria.
Computer Training Instructor for diploma and certificate students, teaching courses
such as data processing, programming in BASIC language and the likes
Carried out Packages Development Using Visual Basic, C++
, and Dbase iv e.t.c..,
Carried out System Analysis
Made use of Application Packages such as MS – Word, MS – Excel e.t.c. for
commercial purpose as needed by the firm
1998 Industrial Trainee: University of Ado – Ekiti Computer Center, Ado-Ekiti, Nigeria.
Developing Packages using Dbase iv, Quick Basic,
Making use of Application Packages
1996 Industrial Trainee: Ogun State University Computer Consultancy Service, Shagamu
Branch, Nigeria.
Computer Training Instructor for diploma and certificate students
Packages Development using Fortran and Basic programming languages
Making use of Application Packages like Lotus and Dbase.
Courses Taught:
Selected Topics in Information Systems
Introduction to Computer Systems
Introduction to Programming Languages
Programming in BASIC
Programming in Fortran
Computer Systems Performance Evaluation
Computer Architectures
Computer Graphics
Programming in C/C++
Database Systems
Artificaial Intelligence & Expert Systems
Machine Learning
Software Engineering
Data Structures and Algorithms
Object oriented Programming
Management Information Systems (MIS)
Responsibilities / Posts Held:
Dr. S. O. Olatunji Curriculum Vitae Page 5 of 19
2014 till Date Member, Exam. Centre Committee, CCSIT, University of Dammam, Saudi Arabia
2014 till Date Member, ABET Quality Assurance Committee, CCSIT, University of Dammam,
Saudi Arabia
2002 – 2006 Department Examination Officer. Computer Science Department, Adekunle Ajasin
University, Akungba Akoko, Ondo State, Nigeria.
2004 – 2006 Member, ICT Committee. Adekunle Ajasin University, Akungba Akoko, Ondo State
2004 – 2006 Secretary, Science Laboratory Technology Committee , Adekunle Ajasin
University, Akungba -Akoko, Ondo State, Nigeria.
2003 – 2006 Deputy Imam, Adekunle Ajasin University, Akungba -Akoko, Ondo State, Nigeria
2003 – 2006 Level Coordinator. Adekunle Ajasin University, Akungba -Akoko, Ondo State, Nigeria
2002–2006 Secretary General. Muslim Student Society of Nigeria, Ikare Central branch
1996-1998 Noibul-Amir (Vice President). Muslim Student Society of Nigeria, University of
Ado Ekiti, branch.
1990 – 1991 Social/Health Prefect. Ado - ugbo Grammar Schl, Afin – Akoko, Ondo State, Nigeria
Research Interests:
Artificial intelligence and its applications
Forensic Science and Biometrics
Pattern Recognition
Machine Learning & Data Mining
Bioinformatics & Computational Biology
Expert Systems
Computational Intelligence
Machine Learning Ensembles
Software Engineering
Hybrid Intelligent Systems
Membership of Professional Societies
Professional Member, Society of Petroleum Engineering (SPE)
Member of Computer Professionals of Nigeria
Member, Institute of Electrical and Electronics Engineers (IEEE)
Member, IEEE Computer Society
Member, Association of Computer machinery (ACM)
Member, International Association of Engineers (IAENG)
Dr. S. O. Olatunji Curriculum Vitae Page 6 of 19
Publication(S) Up To Date
A. Thesis/Dessertation
1. Enhanced Computational Intelligence Models For Oil And Gas Reservoir Characterization (PhD Thesis –
February, 2012)
2. Data Mining in identifying carbonate Lithofacies and Permeability based on Type-1 and Type-2 Fuzzy
Inference Systems.” (MS Thesis-2008)
3. Fuzzy Expert System for Quality Control of Paints. (M.Sc. Thesis-2003)
4. Computerized Students’ Accounts Information System. (B.Sc. Desertation-1998)
B. Published book(s)/book chapters
1. Sunday Olusanya Olatunji, Ali Selamat, "Type-2 fuzzy logic based prediction Model of
Object Oriented Software' Maintainability", Springer LNCS/LNAI book series (2014) (A
book chapter) -Accepted
2. Sunday Olusanya Olatunji, Ali Selamat and Abdul Azeez Abdul Raheem, Modeling PVT
Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems, Computational
Collective Intelligence-Technologies and Applications, Lecture Notes in Computer Science,
Springer 2010, Volume 6421/2010, 499-508, DOI: 10.1007/978-3-642-16693-8_51. (A book
chapter).
3. Ali Selamat, S. O. Olatunji, Abdul Azeez Abdul Raheem; Modeling PVT Properties of Crude
Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear Learning
Method, Computational Collective Intelligence. Technologies and Applications Lecture
Notes in Computer Science Volume 7653, 2012, pp 145-155 (A book Chapter).
4. Sunday Olusanya Olatunji, “Carbonate lithofacies and permeability Estimation Using
Fuzzy Logic: Carbonate lithofacies and permeability Estimation Using Type-1 and Type-2
Fuzzy Logic Systems: Methodology and Comparative Studies”, Paperback: 184 pages,
Publisher: VDM Verlag Dr. Müller (May 23, 2010), ISBN-10: 3639257286, ISBN-13: 978-
3639257281, Germany.
Dr. S. O. Olatunji Curriculum Vitae Page 7 of 19
5. Akingbesote Alaba, Sunday Olusanya Olatunji, Olofinsao B., Introduction to Computer
Systems & Programming Techniques, Amure Publisher, Ikare Akoko, Nigeria, 2004
C. Manuscripts published in learned journals
6. Taoreed.O Owolabi, K.O Akande and S.O Olatunji “Estimation of Surface energies of
hexagonal closed packed metals using computational intelligence technique” Applied Soft
Computing. (in press March 2015), (Impact Factor: 2.612, Q1 Ranked),
http://www.sciencedirect.com/science/article/pii/S1568494615001532
7. A. L. Ahmad, J. K. Adewole, C. P. Leo, S. Ismail , A. S. Sultan, S. O. Olatunji, "Prediction
of Plasticization Pressure of Polymeric Membranes for CO2 Removal from Natural Gas
Using Support Vector Machine", Elsevier Journal of Membrane Science (In Press, Jan 2015)
[Impact fcator: 4.908] doi:10.1016/j.memsci.2015.01.039
8. Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Modeling
Permeability And PVT Properties Of Oil And Gas Reservoirs using Hybrid Model based on
type-2 fuzzy logic systems”, Elsevier Journal of NeuroComputing (In Press Jan 2015).
(IF=2.005)
9. Taoreed.O Owolabi, K.O Akande and Sunday O. Olatunji “Development and validation of
surface energies estimator (SEE) using computational intelligence” Elsevier Journal of
Computational Materials Science (Accepted Jan 15th 2015). [Impact fcator: 1.879]
10. Kabiru O. Akande, Taoreed O. Owolabi, Sunday O. Olatunji, Investigating the effect of correlation-
based feature selection on the performance of support vector machines in reservoir characterization,
Elsevier Journal of Natural Gas Science and Engineering, Volume 22, January 2015, Pages 515-522,
ISSN 1875-5100, http://dx.doi.org/10.1016/j.jngse.2015.01.007. [Impact fcator: 1.406]
11. S. O. Olatunji and Hossain Arif; Identification of Erythemato-Squamous Skin Diseases Using
Support Vector Machines and Extreme Learning Machines: A Comparative Study towards Effective
Diagnosis. Transactions on Machine Learning and Artificial Intelligence, Volume 2 No 6 Dec (2014);
pp: 124-135, http://dx.doi.org/10.14738/tmlai.26.812
12. T. B. Asafa, A. A. Adeniran, S. O. Olatunji, Functional networks models for rapid
characterization of thin films: An application to ultrathin polycrystalline silicon germanium films,
Elsevier journal of Applied Soft Computing, Volume 28, March 2015, pages 11-18, ISSN 1568-
4946, (Impact Factor: 2.612, Q1 Ranked), http://dx.doi.org/10.1016/j.asoc.2014.11.058
13. Taoreed.O. Owolabi, K.O Akande and S.O. Olatunji “Estimation of superconducting
Dr. S. O. Olatunji Curriculum Vitae Page 8 of 19
transition temperature TC for superconductors of the doped MgB2 system from the crystal
lattice parameters using support vector Regression” Journal of Superconductivity and Novel
Magnetism (Springer) , Page 1-7, 2014. (Impact Factor =0.93). DOI 10.1007/s10948-014-2891-7
14. Taoreed. O. Owolabi, K. O. Akande, and S. O. Olatunji, “ESTIMATION OF THE
ATOMIC RADII OF PERIODIC ELEMENTS USING SUPPORT VECTOR MACHINE,”
Int. J. Adv. Inf. Sci. Technol., vol. 28, no. 28, pp. 39–49, 2014.
15. K. O. Akande, Taoreed. O. Owolabi, S. Twaha, and S. O. Olatunji, “Performance
Comparison of SVM and ANN in Predicting Compressive Strength of Concrete,” IOSR J.
Comput. Eng., vol. 16, no. 5, pp. 88–94, 2014
16. Taoreed. O. Owolabi, K. O. Akande, and S. O. Olatunji, “Prediction of Superconducting
Transition Temperatures for Fe- Based Superconductors Using Support Vector Machines,”
Advances in Physics Theories and Applications, Vol. 35, 2014, pp 12-26 (U.S).
17. Taoreed. O. Owolabi, K. O. Akande, and S. O. Olatunji, “Support Vector Machines
Approach for Estimating Work Function of Semiconductors: Addressing the Limitation of
Metallic Plasma Model,” Appl. Phys. Res., vol. 6, no. 5, pp. 122–132, Sep. 2014.
18. S. O. Olatunji, Mohammad Saad Al-Ahmadi, Moustafa Elshafei, Yaser Ahmed Fallatah,
Forecasting the Saudi Arabia Stock Prices Based on Artificial Neural Networks Model,
International Journal of Intelligent Information Systems. Vol. 2, No. 5, 2013, pp. 77-86. doi:
10.11648/j.ijiis.20130205.12
19. Sunday Olusanya Olatunji, HossainArif, 'Identification of Erythemato-Squamous Skin
Diseases Using Extreme Learning Machine and Artificial Neural Network’, ICTACT Journal
on Soft Computing, Volume 4, Issue 1, page 627-632, October 2013
20. Sunday Olusanya Olatunji, L. Cheded , W.G. Al Khatib, O. Khan , "Identification of
Question and Non-Question Segments in Arabic Monologues Using Prosodic Features:
Novel Type-2 Fuzzy Logic and Sensitivity-Based Linear Learning Approaches," Journal of
Intelligent Learning Systems and Applications, Vol. 5 No. 3, 2013, pp. 165-175. doi:
10.4236/jilsa.2013.53018. http://www.scirp.org/journal/jilsa/
21. Sunday Olusanya Olatunji , "Sensitivity-Based Linear Learning Method and Extreme
Learning Machines Compared For Software Maintainability Prediction of Object-Oriented
Software Systems, ICTACT journal on soft computing, april 2013, volume: 03, issue: 03,pg
514-523.
Dr. S. O. Olatunji Curriculum Vitae Page 9 of 19
http://ictactjournals.in/paper/IJSC_Vol3_Iss3_P2_514_523.pdf
22. Sunday Olusanya Olatunji, Ali Selamat and Abdul Azeez Abdul Raheem, “Improved
Sensitivity Based Linear Learning Method for Permeability Prediction of Carbonate
Reservoir Using Interval type-2 Fuzzy Logic System”, Applied Soft Computing,Volume 14,
Part B, January 2014, pages 144-155, doi: http://dx.doi.org/10.1016/j.asoc.2013.02.018,
(Impact Factor: 2.612)
23. Ali Selamat, Sunday Olusanya Olatunji, and Abdul Azeez Abdul Raheem, “A Hybrid
Model through the Fusion of Type-2 Fuzzy Logic Systems and Sensitivity-Based Linear
Learning Method for Modeling PVT Properties of Crude Oil Systems,” Advances in Fuzzy
Systems, vol. 2012, Article ID 359429, 19 pages, 2012. doi:10.1155/2012/359429
24. Sunday OlusanyaOlatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Extreme Learning
Machines Based Model for Predicting Permeability of Carbonate Reservoir”,International
Journal of Digital Content Technology and its Applications (JDCTA), Vol 7 number 1, Jan.
2013, pages 450-459.- Published by Advanced Institute of Convergence Information
Technology (AICIT).
25. Sunday Olusanya Olatunji, Sensitivity-Based Linear Learning Method for Software
Maintenability of Object Oriented Software Systems; Journal of Scientific Theory and
Methods,Vol 2012, pp 124-167 (2012).
26. Sunday OlusanyaOlatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “A hybrid model
through the fusion of type-2 fuzzy logic systems and extreme learning machines for modeling
permeability prediction, Information Fussion,Vol. 16, March 2014, pages 29-45, (2014),
http://dx.doi.org/10.1016/j.inffus.2012.06.001
27. Sunday OlusanyaOlatunji, HossainArif, “Support Vector Machines based Model for
Predicting Software Maintainability of Object-Oriented Software Systems”, Journal of
Information and Communication Technologies, Volume 2, Issue 5, 2012,pp 23-32, from
http://www.jict.co.uk/volume-2-issue-5-may-2012.
28. Sunday OlusanyaOlatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Predicting
correlations properties of crude oil systems using type-2 fuzzy logic systems”, Elsevier
journal of Expert Systems with Applications, 38 (2011) 10911-
10922.doi:10.1016/j.eswa.2011.02.132
29. Sunday OlusanyaOlatunji, Ali Selamat, Abdul Azeez Abdul
Dr. S. O. Olatunji Curriculum Vitae Page 10 of 19
Raheem, SigeruOmatu, “Modeling the Correlations of Crude Oil Properties Based on
Sensitivity Based Linear Learning Method”, Engineering Applications of Artificial
Intelligence, Vol. 24 Issue 4, June 2011 p. 686–696
30. Sunday OlusanyaOlatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Modeling the
Permeability of Carbonate Reservoir Using Type-2 Fuzzy logic Systems”, Elsevier journal of
Computers in Industry, Special Issue on: Fuzziness in Industry & Applications, 2011.
62(2): p. 147-163.
31. Teddy Mantoro, AkeemOlowolayemo, Sunday O. Olatunji, Media A. Ayu, Abu Osman
Md. Tap, (2011), “Extreme learning machine for user location prediction in mobile
environment”, International Journal of Pervasive Computing and Communications, Vol. 7
Iss: 2, pp.162 – 180.
32. S. O. Olatunji, Imran A. Adeleke, AlabaAkingbesote, “Data Mining Based on Extreme
Learning Machines for the Classification of Premium and Regular Gasoline in Arson and
Fuel Spill Investigation”, Journal Of Computing, Volume 3, Issue 3, Page 130-136, March
2011, ISSN 2151-9617.
33. Sunday OlusanyaOlatunji, “Comparison of Extreme Learning Machine with Support
Vector Machine as Novel Approaches for Classification of Premium And Regular Gasoline”,
Asian Journal of Engineering, Sciences and Technology, -AJEST, Volume 01, Issue 01,
March 2011.
34. Sunday OlusanyaOlatunji, Imran A. Adeleke, OlowolayemoAkeemOlakoye, Forcasting Of
Material Properties Using Functional Networks, Journal Of Computing, Volume 2, Issue 11,
Page 102, November 2010, ISSN 2151-9617.
35. Sunday OlusanyaOlatunji, Imran Adeleke, “Data Mining in Identifying Premium and
Regular Gasoline Using Support Vector Machines as Novel Approach for Arson and Fuel
Spill Investigation”, International Journal on Information Sciences and
Computing (IJISAC), July 2010 volume 4 number 2.
36. Sunday Olusanya Olatunji, Abdulrahman Muhammad Al-Mana, ZeehashamRasheed,
KarimAsifSattar, Mohammad Alshayeb, Emad El-Sebakhy, “Extreme Learning Machine As
Maintainability Prediction Model For Object-Oriented Software Systems”, Journal Of
Computing, Volume 2, Issue 8, Page 49, August 2010, ISSN 2151-9617.
37. Sunday O. Olatunji, Syed U. Idrees, Yasser S. Al-Ghamdi, Al-Ghamdi, Jarallah, “Mining
Dr. S. O. Olatunji Curriculum Vitae Page 11 of 19
Software Repositories – A Comparative Analysis”, International Journal of Computer
Science and Network Security (IJCSNS), VOL.10 No.8, August 2010, page 161-169.
38. Sunday OlusanyaOlatunji “Maintenance Effort prediction for Object Oriented Software
Systems Using Sensitivity based Linear Learning Machine (SBLLM)”, Karpagam Journal of
Computer Science (" KarpagamJcs"), ISSN No : 0973-292 6 (June 2010) –volume 4 issue 4 ,
page 1645.
39. Sabri A. Mahmoud, Sunday OlusanyaOlatunji, “Automatic Recognition of Off-line
Handwritten Arabic (Indian) Numerals Using Support Vector and Extreme Learning
Machines”, International journal of Imagine, Autumn 2009, Volume 2, Number A09, ISSN
0974-0627.
40. Idris M.A., Olatunji S.O., “A Computer Modeling of Cross-Sectional Method of Ore
Reserve Estimation”, Nigerian Journal of Industrial and System Studies, pages 2-9, vol 6
No.1, January –March 2007.
D. Papers Accepted for Publication/Under review For Learned Journals
41. Taoreed.O. Owolabi, K.O Akande and S.O Olatunji “Estimation of surface energies of face
centered cubic metals using computational intelligence technique” International Journal of
Surface Science and Engineering. (under review)
42. Taoreed.O Owolabi, K.O Akande and S.O Olatunji “Estimation of average surface energies
of transition metal nitrides using support vector regression” International Journal of applied
physics and mathematics. (under review)
43. Taoreed.O Owolabi, K.O Akande and S.O Olatunji “Estimation of surface energies of
transition metal carbides using machine leaning approach” International journal of material
science and engineering. (under review)
44. K.O Akande , Taoreed.O Owolabi and S.O. Olatunji “ Investigating the Effect of
Correlation-based Feature Selection on the Performance of Neural Network in Reservoir
Characterization” Journal of Petroleum Science and Engineering.
45. Sunday Olusanya Olatunji, Mohammad Saad Al-Ahmadi, MoustafaElshafei, Yaser Ahmed
Fallatah, Forecasting Saudi Arabia Stock Market indices Using Sensitivity Based Linear Learning Method and
Artificial Neural Network, Springer Journal of Complex and Intelligent System,(Under Review)
Dr. S. O. Olatunji Curriculum Vitae Page 12 of 19
46. Sunday OlusanyaOlatunji, Mohammad Saad Al-Ahmadi, MoustafaElshafei, Yaser Ahmed
Fallatah, Comparison of Support Vector Machines and Artificial Neural Network on Saudi Arabia Stock
Prices Forecasting, Soft Computing (Springer Journal)-Under review
47. Sunday Olusanya Olatunji, Ali Selamat, “Predicting Software Maintainability of Object-
Oriented Software Systems using Type-2 Fuzzy logic system”, Applied Soft Computing (Under
Review)
48. Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Prediction Model
of Permeability from Well Logs Using Interval Type-2 Fuzzy Logic as an Instance of Fuzzy
Relational Equations”, Elsevier Journal of Information Science (Awaiting Final decision).
(IF=2.833)
49. Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, Applying Type-2
Fuzzy Logic Systems and Sentivity Based Linear Learning Method To Model PVT
Properties of crude oil systems, Elsevier Journal of Natural Gas Science and Engineering
(Under Revision after first review).
E. Conference Proceedings & Technical Reports:
i. Published Proceedings
50. Sunday Olusanya Olatunji, Ali Selamat, Type-2 fuzzy logic based prediction of Object
Oriented Software Maitenability, The 13th International Conference on Intelligent Software
Methodologies, Tools, and Techniques (SOMET_14), September 22 - 24, 2014, in Langkawi,
Malaysia.
51. Sunday OlusanyaOlatunji, MoustafaElshafei, Yaser Ahmed Fallatah,MohammadSaad Al-
Ahmadi, “Comparison of Support Vector Machines and Artificial Neural Network on Saudi
Arabia Stock Prices Forecasting” International Conference on Business and Information
(BAI2012), Sapporo, Japan. (published conference proceedings)
52. Sunday OlusanyaOlatunji, Mohammad Saad Al-Ahmadi, MoustafaElshafei, Yaser Ahmed
Fallatah, “Saudi Arabia Stock Prices Forecasting Using Artificial Neural Networks”, The
Fourth International Conference on the Applications of Digital Information and Web
Technologies (ICADIWT 2011), IEEE explore published proceedings, August 2011.
53. Sunday Olusanya Olatunji, Ali Selamat and Abdul Azeez Abdul Raheem, “Modeling PVT
Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems”, International
Dr. S. O. Olatunji Curriculum Vitae Page 13 of 19
conference on computational collective intelligence (ICCCI-2010) , Kaohsiung, Taiwan.
http://bit.kuas.edu.tw/~iccci10/
54. Ali Selamat, S. O. Olatunji, Abdul Azeez Abdul Raheem; Modeling PVT Properties of
Crude Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear
Learning Method, International conference on computational collective intelligence
(ICCCI2012), http://www.iccci2012.vn/?page_id=86
55. Olatunji, S.O. Selamat, A. Raheem, A.A.A (2010), “Prediction model of reservoir fluids
properties using Sensitivity Based Linear Learning method”, Multimedia Computing and
Information Technology (MCIT), 2010 International Conference on 2-4 March, Sharjah,
page(s): 77 – 80,ISBN: 978-1-4244-7001-3, INSPEC Accession Number: 11229968,
DOI: 10.1109/MCIT.2010.5444846.
56. Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem (2010), “Modeling
Permeability Prediction Using Extreme Learning Machines”, ams, pages.29-33, May 26-28,
Fourth Asia International Conference on Mathematical/Analytical Modelling and Computer
Simulation, 2010, , ISBN:978-0-7695-4062-7,
http://doi.ieeecomputersociety.org/10.1109/AMS.2010.19
57. Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, “Prediction Model
of Permeability from Well logs Using Type-2 Fuzzy logic Systems”, Paper presented in
Artificial life and robotics (AROB15 ‘2010) symposium in Japan, Feb. 3-5 2010 (published
in conference proceedings).
58. Sabri A. Mahmoud, Sunday Olusanya Olatunji, “Handwritten Arabic Numerals
Recognition using Multi-span features & Support Vector Machines”, International
Conference on Information Sciences, Signal Processing and their Applications, Malaysia,
2010. (Accepted for presentation and publication in IEEE explore).
59. Sunday Olusanya Olatunji, L. Cheded, Wasfi Al-Khatib, “Identification of Question and
Non-Question Segments in Arabic Monologue Based On Prosodic Features Using Type-2
Fuzzy Logic Systems”, 2nd International Conference on Computational Intelligence,
Modelling and Simulation, cimsim2010, Bali 28-30 september 2010 (Published in ieeexplore
for conference proceedings).
Dr. S. O. Olatunji Curriculum Vitae Page 14 of 19
60. Mantoro, Teddy and Olowolayemo, Akeem Koye and Olatunji, Sunday O. (2010), “Mobile
user location determination using extreme learning machine”, in: Proceedings of the IEEE
Conference on ICT for Muslim (ICT4M), 13 - 14 December 2010, Jakarta, Indonesia.
E ii. Technical /Seminars / Project Reports Presented
1. Data Mining in identifying carbonate Lithofacies and Permeability based on Type-1 and Type-2
Fuzzy Inference Systems-Methodology and Comparative Studies. Seminar presented at Computer
Science Department, King Fahd University of Petroleum and Minerals, April 2008.
2. Comparison of Extreme Learning Machine with Support Vector Machine as Novel Approaches for
Classification of Premium And Regular Gasoline. ICS 591 (Independent Studies) Project Report,
May 2008.
3. Extreme Learning Machines based maintainability prediction model for Object-Oriented software
systems. ICS 515 (Software Project Management) Project Report, January 2008.
4. Classification Of Premium And Regular Gasoline Using Support Vector Machines as Novel
Approach For Arson And Fuel Spill Investigation. Completed. ICS 591 (Independent Studies)
Project Report, May 2008.
5. Software Risk Treatment Model Based on Bayesian Belief Networks. ICS 581 (Advanced
Artificial Intelligence) Project Report, January 2007.
6. Material Properties Identification Using Support Vector Machines: Methodology and Comparative
Studies. ICS 583 (Pattern Recognition) Project Report, May 2007.
7. Mining Software Repositories – A Comparative Analysis. ICS 511 (Principles of Software
Engineering) Project Report, May 2007.
C. Researches in Progress
Heart Diseases diagnosis using machine learning techniques
Intrusion detection systems using support vector machines and extreme learning machines
Artificial Immune System for regression and classification problems
Emotion detection using machine leaning techniques
Object oriented maintainability prediction using type-2 fuzzy logic system
SVM for pattern recognition Applied to the problem of automatic evaluation of welded structures using
radiographic testing.
Dr. S. O. Olatunji Curriculum Vitae Page 15 of 19
Developing Ensemble methods for predictions particularly in oil and gas field
“Carbonate Lithofacies identification Model using various machine learning techniques.
“Computer Aided Diagnosis and Therapy of Tropical Diseases”
“Computer Aided Diagnosis and Therapy of Malaria Fever”
“Computer Aided Prenatal Care System”
Seminars / Short Courses Attended:
1. A seminar on “Ethics and Professionalism” by the Chief Internal Auditor for Saudi Aramco, May 2009.
Organised by the College of Industrial Management Club, King Fahd University of Petroleum and
Minerals Saudi Arabia.
2. A Web of Knowledge for Petroleum and Minerals by Dr. Yuri A. Tijerino (of Department of Applied
Informatics at Kwansei Gakuin University, a top-tier private Japanese university) A seminar organized by
the department of Information and Computer Sciences, KFUPM, Saudi Arabia, May, 2008.
3. Information Extraction through Semantic Social Bookmarking by Dr. Yuri A. Tijerino (of the Department
of Applied Informatics at Kwansei Gakuin University, a top-tier private Japanese university) A seminar
organized by the department of Information and Computer Sciences, KFUPM, Saudi Arabia, April, 2008.
4. A Web of Knowledge for Petroleum and Minerals by Dr. Yuri A. Tijerino (of Department of Applied
Informatics at Kwansei Gakuin University, a top-tier private Japanese university) A seminar organized by
the department of Information and Computer Sciences, KFUPM, Saudi Arabia, April, 2008.
5. Independent Assurance Systems (ias) by Dr Moataz Ahmed, A seminar organized by the department of
Information anf Computer Sciences, KFUPM, Saudi Arabia, April, 2008.
6. A tour of Modeling Techniques by Prof. John Hooker (of Tepper School of Business, Carnegie-Mellon
University, Pittsburgh, USA), A seminar organized by Systems Engineering Department, KFUPM, March
2008.
7. Decision Support Technologies for Plant Profitability, A Symposium, with special session on the
Challenges of Data Mining in Data-overloaded process Environments, by Prof. Sirish L. Shah of
University of Alberta. Organised by Saudi Aramco November 2007
8. Short-Course on Software Requirement, Organised by Information and Computer Science Department,
King Fahd University of Petroleum and Minerals, Saudi Arabia (Dec. 2006). Presented by -Prof. Nazim
Madhavji from the Department of Computer Science, University of Western Ontario
9. Train the Trainer Workshop on ICT Organised by Adekunle Ajasin University, Akungba -Akoko, Ondo
Dr. S. O. Olatunji Curriculum Vitae Page 16 of 19
State, Nigeria (2005)
Awards:
1. UTM Postgraduate Best Student Award-PhD Computer Science (2012)
2. UTM ALUMNI Best Student Award (2012)
3. Silver Award for the invention/innovation of : “Intel O&G: Intelligent Software for
Permeability Modeling and PVT properties of Oil and Gas Reservoir
Characterization”13th
Industrial Art and Technology Exhibition (INATEX) 2011, Dewan
Sultan Iskandar, UniversitiTeknologi Malaysia (UTM), Johor Bahru, Malaysia, on the 16-18
November, 2011
4. Zamalah/Institutional PhD scholarship provided by University Teknology Malaysia and The Ministry of
Higher Education of Malaysia. 2010/2011 session
5. Research Assistantship, King Fahd University of Petroleum and Minerals, Saudi Arabia. 2006-2008.
6. One of the best Two graduating M.Sc. student in Computer Science department, University of Ibadan,
Nigeria. 2002 session.
7. One of the best Three graduating student in Computer Science department, University of Ado-Ekiti,
Nigeria. 1998 session.
8. Overall Best student in the Senior School certificate Examination, Ado-Ugbo Grammar School,
AfinAkoko, Ondo State Nigeria 1991 session.
9. Social / health prefect award 1991, Ado-Ugbo Grammar School, AfinAkoko, Ondo State Nigeria 1991
session.
10. Best student in Mathematics, Physics, Agric Science and Chemistry, Ado-Ugbo Grammar School,
AfinAkoko, Ondo State Nigeria 1990 session.
11. Akoko North Local Govt., Nigeria Scholarship award for the best student of the Year, Ado-Ugbo Grammar
School, AfinAkoko, Ondo State Nigeria 1989 session.
Reviewer / Technical Program Committee Member
Editor for International Journals
Associate Editor for International Journal of Intelligent Information Processing (IJIIP)
Academic Editor for British Journal of Aplied Sciences and Technology
Reviewer for International Journals
Dr. S. O. Olatunji Curriculum Vitae Page 17 of 19
Knowledge-Based Systems, An Elsevier Journal
Applied Soft Computing, An Elsevier Journal
International Journal of Digital Content Technology and its Applications (JDCTA, ISSN: 2233-
9310)
Journal of Intelligent Learning Systems and Applications (JILSA)-by Scientific Research Publishing
British Journal of Applied Science & Technology
Journal of Petroleum and Gas Engineering
African Journal of Agricultural research
Chairman of Conference Section or Organizing Committee
Chaired a section of the The 13th International Conference on Intelligent Software Methodologies,
Tools, and Techniques (SOMET_14), September 22 - 24, 2014, in Langkawi, Malaysia.
Technical Program Committee Memberships
The 13th International Conference on Intelligent Software Methodologies, Tools, and Techniques
(SOMET_14), September 22 - 24, 2014, in Langkawi, Malaysia
2014 IEEE Conference on Open Systems - Open Systems Applications
ISIEA2014 The 2014 IEEE Symposium on Industrial Electronics & Applications
ISCI 2011 2014 IEEE symposium on computers and informatics
ICCAIE 2014 International Conference on Computer Applications and Industrial Electronics
ICOS2011 (2014 IEEE Conference on Open Systems
ISIEA2011 (2014 IEEE Symposium on Industrial Electronics and Applications), ISIEA 2011 (25 - 28 Sep
2011)
IAPEC 2012 IEEE Applied Power Electronics Colloquiu, Kuala Lumpur, Malaysia on 7 – 8 April 2012.
2011 IEEE Conference on Open Systems - Open Systems Applications
ISIEA2011The 2010 IEEE Symposium on Industrial Electronics & Applications
ISCI 2011 2011 IEEE symposium on computers and informatics
ICCAIE 2010 International Conference on Computer Applications and Industrial Electronics
ICOS2011 (2011 IEEE Conference on Open Systems
Dr. S. O. Olatunji Curriculum Vitae Page 18 of 19
ISIEA2011 (2011 IEEE Symposium on Industrial Electronics and Applications), ISIEA 2011 (25 - 28 Sep
2011)
IAPEC 2012 IEEE Applied Power Electronics Colloquiu, Kuala Lumpur, Malaysia on 7 – 8 April 2012.
IEEE BEIAC 2012: IEEE Business Engineering and Industrial Applications Colloquium 2012, Kuala Lumpur,
Malaysia on 7 – 8 April 2012.
ISCI 2012: 2012 IEEE Symposium on Computers & Informatics, Penang, Malaysia from 18 - 20 March 2012
2012 IEEE Symposium on Computer Applications and Industrial Electronics (ISCAIE 2012),
http://www.mypels.org/iscaie2012/
2012 IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE 2012)
2012 IEEE Colloquium on Humanities, Science & Engineering Research (CHUSER 2012)
ISBEIA 2012 (2012 IEEE Symposium on Business, Engineering & Industrial Applications).
ICCSII 2012 (2012 IEEE Conference on Control, Systems & Industrial Informatics).
2012 IEEE Symposium on Wireless Telecommunications Applications (ISWTA2012).
PECON 2012 (2012 IEEE International Power and Energy Conference)
ISIEA 2012 (2012 IEEE Symposium on Industrial Electronics and Applications). (23 - 26 Sep 2012)
BEIAC 2012 (2012 IEEE Business, Engineering & Industrial Applications Colloquium)
IAPEC 2012 (2012 IEEE Applied Power Electronics Colloquium
2012 4th International Congress on Engineering Education (ICEED2012), Parkroyal Hotels & Resort
Penang, Malaysia, 5 – 7 December 2012. http://enter.uitm.edu.my .
SCORED 2012 (2012 IEEE Student Conference on Research and Development)
http://www.mypels.org/scored2012
ICCSCE 2012 (2012 IEEE International Conference on Control System, Computing and Engineering)
Undergraduates B.Sc. Projects Supervised (Samples)
Ipad Application for Autistic Children (AUTIHOPE) 2014/2015
“Computer Aided Diagnosis of Diabetes Melitus” Kolaru O. (2006)
“Tools Integration using Web Services” Ademeso O. (2006)
“Expert System in Clinical Toxicology” Jalekun T. (2006)
“Web-Based Academics Record System (Webars) A Case Study of Adekunle Ajasin University” Awe
Odunayo (2006)
Dr. S. O. Olatunji Curriculum Vitae Page 19 of 19
“Computerised Students’ Academic Records and Results” Olatunji Abiodun Abiola (2005)
“Computerised Time-Table Schedulling System- A Case Study of AAUA, Akungba -Akoko” Omotere
Emmanuel (2005)
“Electronic Commerce- A Case Study of Rig Electronic Stores” Salihu Tawakaltu (2005)
“Implementation and Troubleshooting of Local Area Network” Orosunnejebi Omokunle (2004)
“Evaluation Analysis of Web Development Tools: HTML, DHTML, XML and ASP” Kudaisi Olajide
John (2004)
“Expert System for Diagnostic of Variant of Fever- Case Study of Adekunle Ajasin University, Akungba
Akoko” Nurudeen Yekini (2004)
“Network Architecture and Major Access Methods for Traffic Control in an Enterprise Network” Falohun
Roseline Temilade (2003)
Diploma Projects Supervised (Samples)
“Robotic Control, Performance and Maintenance”, Ologunsua Temitope (2003)
“ Network Protocol” Adegbesan Adedeji (2003)
“Computer Viruses” Adams Zuliat (2003)
“Data Communication” Adegoke R. Omobola (2003)
“ Network Administration and Troubleshooting” Lateef Wasirat Abidemi (2003)
Hobbies:
Computer Programming, Reading Research Articles, Teaching, Researching, Drilling, Playing Table &
Lawn Tennis and Making Friends
Referees:
Available upon request