Sunday Olusanya Olatunji

B. Published book(s)/book chapters
5 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)
4 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).
3 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).
2 Sunday Olusanya Olatunji, “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. (A book)
1 Akingbesote Alaba, Sunday Olusanya Olatunji, Olofinsao B., Introduction to
Computer Systems & Programming Techniques, Amure Publisher, Ikare Akoko,
Nigeria, 2004 (A book)

C. Manuscripts published in learned journals (79 papers)
84 Muizz O. Sanni-Anibire, Rosli Mohamad Zin, Sunday Olusanya Olatunji
(2021); Developing a machine learning model to predict the construction
duration of tall building projects; Journal of Construction Engineering,
Management & Innovation, 2021 Volume 4 Issue 1 Pages 022-036
View at publisher Scopus ranking: Q1 Impact Factor = 2.06 ISSN:
2630-5771

83 Muizz O. Sanni-Anibire, Rosli Mohamad Zin, Sunday Olusanya Olatunji
(2021); Developing a preliminary cost estimation model for tall buildings
based on machine learning; International Journal of Management Science And
Engineering Management, DOI: 10.1080/17509653.2021.1905568
View at publisher Scopus ranking: Q1 Impact Factor = 2.06 ISSN:

82 Sunday O. Olatunji, Taoreed O. Owolabi; Barium Titanate Semiconductor Band
Gap Characterization through Gravitationally Optimized Support Vector
Regression and Extreme Learning Machine Computational Methods; Mathematical
Problems in Engineering Volume 2021, Article ID 9978384, 12 pages, 2021,
(Special Issue On: Metaheuristics and Machine Learning: Theory and
Applications).
View at publisher Scopus ranking: Q2 Impact Factor = 1.65 ISSN:
1563-5147

81 Sunday O. Olatunji, Taoreed O. Owolabi; Modeling superconducting
transition temperature of doped MgB2 superconductor from structural
distortion and ambient temperature resistivity measurement using hybrid
intelligent approach; Computational Materials Science, Volume 192, May 2021,
110392
View at publisher Scopus ranking:Q1 Impact Factor = 2.863 ISSN 0927-0256
80 Sunday O. Olatunji, Sarah Alotaibi, Ebtisam Almutairi, Zainab Alrabae,
Yasmeen Almajid, Rahaf Altabee, Mona Altassan, Mohammed Imran Basheer Ahmed,
Mehwash Farooqui, Jamal Alhiyafi; Early diagnosis of thyroid cancer diseases
using computational intelligence techniques: A case study of a Saudi Arabian
dataset, Computers in Biology and Medicine, 2021, 104267, ISSN 0010-4825,
View at publisher Scopus ranking:Q1 Impact Factor = 3.434

79 Wasiu. Lawal, E.O. Ogunti, S. O. Olatunji, W.O. Apena, B. Kareem, W. O.
Oluyombo, T. P. Ewetumo; A component-based sigma-quality improvement model
for effective signal detection in communication networks; International
Journal of Computing and Engineering Vol. 2, Issue No.1, 2020.
78 Muizz O. Sanni-Anibire, Rosli Mohamad Zin, Sunday Olusanya Olatunji;
Machine learning model for delay risk assessment in tall building projects;
International Journal of Construction Management, Vol. 0 Issue 0 Pg: 1 –
10, 2020.
View at publisher Scopus ranking:Q2 Impact Factor = 2.25

77 Sarah N. Alyami, Sunday O. Olatunji; Application of Support Vector Machine
for Arabic Sentiment Classification Using Twitter-Based Dataset; Journal of
Information & Knowledge Management, 4, 2020.
View at publisher Scopus ranking:Q3 Impact Factor = 0.39

76 Adeola A. Akinpelu, Md. Eaqub Ali, Taoreed O. Owolabi, Mohd R. Johan, R.
Saidur, Sunday O. Olatunji & Zaira Chowdbury; A support vector regression
model for the prediction of total polyaromatic hydrocarbons in soil: an
artificial intelligent system for mapping environmental pollution, Neural
Computing and Applications, Published 27 March 2020,
View at publisher Scopus ranking:Q2 Impact Factor = 4.664

75 Muizz O. Sanni-Anibire, Mohamad Rosli Zin, Sunday Olusanya Olatunji;
Causes of Delay in the Global Construction Industry – A Meta Analytical
Review; International Journal of Construction Management, pg. 1-13,2020
View at publisher Scopus ranking:Q2 Impact Factor = 2.25

74 Mariam Elhussein, Samiha Brahimi, Abdullah Alreedy, Mohammed Alqahtani,
Sunday O. Olatunji; Google trends identifying seasons of religious gathering:
applied to investigate the correlation between crowding and flu outbreak.
Information Processing and Management, Volume 57, Issue 3, May 2020,
View at publisher Scopus ranking:Q2 Impact Factor =3.892

73 Morufu Olusola Ibitoye, Nur Azah Hamzaid, Ahmad Khairi AbdulWahab, Nazirah
Hasnan, Sunday Olusanya Olatunji, Glen M. Davis; SVR modelling of
mechanomyographic signals predicts neuromuscular stimulation-evoked knee
torque in paralyzed quadriceps muscles undergoing knee extension exercise; 11
January 2020, 103614,
View at publisher Scopus ranking:Q2 (Impact Factor =2.286)

72 Abubakar, I.R. & Olatunji, S.O. , Computational intelligence-based model
for diarrhea prediction using Demographic and Health Survey data; Soft
Computing (2019). View at publisher Scopus ranking: Q2

71 Hayatullahi B. Adeyemo, Taoreed O. Owolabi, Muhammad A. Suleiman, Kabiru
O. Akande, Jamal Alhiyafi, Sola Fayose, Sunday O. Olatunji, Hybrid
chemometric approach for estimating the heat of detonation of aromatic
energetic compounds, Heliyon, Volume 5, Issue 7, 2019, e02035, View at
publisher Scopus ranking:Q1

70 Jamal Alhiyafi, Aisha Alfuraih, Mai Alismail, Rawan Aljabr, Reem
Alabdulazeem, Woroud Aldossary, Sunday O. Olatunji; Machine Learning
Techniques for Energy Efficiency Prediction: A Comparative Studies; Journal
of Computational and Theoretical Nanoscience, April 2019. View at Publisher
Scopus ranking:Q3

69 Njoud Abdullah Almansour, Hajra Fahim Syed, Nuha Radwan Khayat, Rawan
Kanaan Altheeb, Renad Emad Juri, Jamal Alhiyafi, Saleh Alrashed, Sunday O.
Olatunji; Neural network and support vector machine for the prediction of
chronic kidney disease: A comparative study; Computers in Biology and
Medicine, 2019, View at publisher Scopus ranking:Q2

68 Taoreed O. Owolabi, Muhammad A. Suleiman, Hayatullahi B. Adeyemo, Kabiru
O. Akande, Jamal Alhiyafi, Sunday O. Olatunji; Estimation of minimum ignition
energy of explosive chemicals using gravitational search algorithm based
support vector regression, Journal of Loss Prevention in the Process
Industries, Journal of Loss Prevention in the Process Industries 57 (2019)
156–163. View at Publisher Scopus ranking: Q1

67 Luqman E. Oloore, Taoreed O. Owolabi, Sola Fayose, Muideen Adegoke, Kabiru
O. Akande, Sunday O. Olatunji; Modeling of semiconductors refractive indices
using hybrid chemometric model; Modelling, Measurement and Control A Vol. 91,
No. 3, September, 2018, pp. 95-103 Journal. View at Publisher Scopus
ranking:Q3

66 Muhammad A. Suleiman, Taoreed O. Owolabi, Hayatullahi Bolaji Adeyemo,
Sunday Olusanya Olatunji; Modeling of autoignition temperature of organic
energetic compounds using hybrid intelligent method, Process Safety and
Environmental Protection, 120 (2018) 79 – 86, Impact Factor = 3.441, View
at Publisher Scopus ranking:Q1

65 A. A. Adewunmi, S. Ismail, T. O. Owolabi, A. S. Sultan, and S. O.
Olatunji; Hybrid intelligent modeling of the viscoelastic moduli of coal fly
ash based polymer gel system for water shutoff treatment in oil and gas
wells" Canadian Journal of Chemical Engineering –In Press July 2018. Impact
Factor = 1.15, View at Publisher Scopus ranking:Q2.

64 Nahier Aldhafferi, T. O. Owolabi, K. O. Akande, S. O. Olatunji, and A.
Alqahtani, “Support vector regression approach of modeling the
superconducting transition temperature of borocarbide-based
superconductors,” ARPN J. Eng. Appl. Sci., vol. 13, no. 5, 2018 View at
Publisher Scopus rating: Q3

63 I. O. Alade, T. A. Oyehan, I. K. Popoola, S. O. Olatunji, A. Bagudu
(2018), Estimating the Refractive Index of Oxygenated and Deoxygenated
Hemoglobin using Genetic Algorithm-Support Vector Machine Approach, Computer
Methods and Programs in Biomedicine, 163 (2018), pp 135 - 142.Impact Factor
=2.674, View at Publisher Scopus ranking:Q1

62 I. O. Alade, T. A. Oyehan, I. K. Popoola, S. O. Olatunji, A. Bagudu
(2018), Modeling thermal conductivity enhancement of metal and metallic oxide
nanofluids using support vector regression , Advanced Powder Technology 29
(1), 157-167. Impact Factor =2.943, View at publisher Scopus ranking:Q1

61 Tajudeen A. Oyehan⁠, Ibrahim O. Alade⁠, Aliyu Bagudu⁠, Kazeem O.
Sulaiman⁠, Sunday O. Olatunji⁠, Tawfik A. Saleh (2018), Prediction of the
refractive index of hemoglobin using the Hybrid GA-SVM approach, Computers in
Biology and Medicine, Comput Biol Med. 2018 Jul 1;98:85-92. doi:
10.1016/j.compbiomed.2018.04.024. Epub 2018 Apr 30.,Impact factor=1.836,
View at Publisher Scopus ranking:Q2

60 Olatunji, Sunday Olusanya, "Improved email spam detection model based on
support vector machines", Neural Comput & Applic (2017). View at publisher
Scopus ranking:Q2

59 Abdullah Alqahtani , Taoreed Olakunle Owolabi , Kabiru Oluwaseun Akande ,
Sunday Olusanya Olatunji and Nahier Aldhafferi Hybrid support vector
regression and genetic algorithm model for tuning magnetic ordering
temperature of manganite refrigerant. Research Journal of Applied Sciences,
13 (1); 87-93, 2018) View at Publisher Scopus ranking:Q3

58 Nahier Aldhafferi , Taoreed Olakunle Owolabi (corr-auth) , Kabiru
Oluwaseun Akande , Sunday Olusanya Olatunji , Abdullah Alqahtani. Development
of hybrid intelligent based model for estimating relative cooling power of
manganite-based materials for magnetic refrigeration enhancement. Journal of
Engineering and Applied Sciences, Vol. 13 Issue:6,Pg.1575-1583, 2018. View
at Publisher Scopus ranking:Q3

57 A. A. Adewunmi, S. Ismail, T. O. Owolabi, A. S. Sultan, and S. O.
Olatunji, “Modeling the thermal behavior of coal fl y ash based polymer gel
system for water reduction in oil and gas wells,” J. Pet. Sci. Eng., vol.
157, pp. 430–440, 2017. (ISI indexed ,IF=1.873) View at Google Scholar
View at publisher Scopus rating: Q1

56 T. O. Owolabi, L. E. Oloore, K. O. Akande, and S. O. Olatunji, “Modeling
of magnetic cooling power of manganite-based materials using computational
intelligence approach, pp 1–8, 2017, ” Neural Comput. Appl. (ISI indexed
IF=2.505). View at Google Scholar View at publisher Scopus rating :Q2

55 T. O. Owolabi, K. O. Akande, S. O. Olatunji, A. Alqahtani, and N.
Aldhafferi, “Modeling of Curie temperature of manganite for magnetic
refrigeration application using manual search and hybrid gravitational-based
support vector regression,” Soft Comput., 2017. (ISI indexed, IF=2.471).
View at google scholar View at puplisher Scopus rating :Q1

54 Babatunde Abiodun Salami, Megat Azmi Megat Johari, Zainal Arifin Ahmad,
Taoreed Olakunle Owolabi, Mohammad Maslehuddin and Sunday Olusanya Olatunji
“Modelling the early strength of Pofa-based alkali-activated mortar
composites,” Constr. Mater., pp. 1–11, 2017 (Scopus indexed). View at
Google Scholar View at Publisher Scopus rating :Q3

53 K. O. Akande, T. O. Owolabi, S. O. Olatunji, and A. AbdulRaheem, “A
hybrid particle swarm optimization and support vector regression model for
modelling permeability prediction of hydrocarbon reservoir,” J. Pet. Sci.
Eng., vol. 150, no. October 2016, pp. 43–53, 2016 (ISI indexed ,IF=1.873).
View at Google Scholar View at publisher Scopus rating: Q1

52 T. O. Owolabi, K. O. Akande, S. O. Olatunji, A. Alqahtani, and N.
Aldhafferi, “Incorporation of GSA in SBLLM- based neural network for
enhanced estimation of magnetic ordering temperature of manganite,” J.
Intell. Fuzzy Syst., vol. 33, pp. 1225–1233, 2017. (ISI indexed, IF=
1.261). View at Google Scholar View at publisher Scopus rating :Q1

51 Taoreed. O. Owolabi, Kabiru .O. Akande, Sunday. O. Olatunji, Abdullah
Alqahtani and Nahier aldhafferid, "Estimation of Curie temperature of
manganite-based materials for magnetic refrigeration application using hybrid
gravitational based support vector regression'. AIP Advances, 6(10), 105009.
IF=1.444} View at Publisher Scopus ranking:Q2

50 Morufu Olusola Ibitoye, Nur Azah Hamzaid, Ahmad Khairi AbdulWahab, Nazirah
Hasnan, Sunday Olusanya Olatunji, Glen M. Davis, Estimation of
Electrically-Evoked Knee Torque from Mechanomyography Using Support Vector
Regression, Sensors, 16(7), (Sensor is a Multidisciplinary Digital Publishing
Institute -MDPI journal) (2016) -[IF=2.003, ISI) View at publisher
Scopus ranking:Q2

49 Taoreed.O Owolabi, K.O Akande and Sunday.O Olatunji. Computational
Intelligence Approach for Estimating, Superconducting Transition Temperature
of Disordered MgB2 Superconductors Using Room Temperature Resistivity,
Hindawi Publishing Corporation, Applied Computational Intelligence and Soft
Computing, Volume 2016, Article ID 1709827, 7 pages, View at Publisher
Scopus ranking:Q3

48 Taoreed.O Owolabi, K.O Akande and Sunday.O Olatunji. Estimation of average
surface energies of transition metal nitrides using computational
intelligence technique, Soft Computing, page 1-8, 06 May 2016. View with
publisher Scopus ranking:Q2

47 Taoreed.O Owolabi, Yusuf F. Zakariya, Sunday.O Olatunji, and Kabiru O.
Akande, .Estimation of melting point of fatty acids using homogeneously
hybridized support vector regression. Neural Computing and Application,
P1-13, 19 May 2016. View at publisher Scopus ranking:Q2

46 Taoreed.O Owolabi, K.O Akande and Sunday.O Olatunji. Application of
computational intelligence technique for estimating superconducting
transition temperature of YBCO superconductors 2016.“Applied soft
computing, 43, 143–149. (IF=2.81). View at Publisher View at
publisher

45 Taoreed.O Owolabi, K.O Akande and Sunday O. Olatunji “Computational
intelligence method of estimating solid-liquid interfacial energy of
materials at their melting temperatures”. Journal of intelligent and fuzzy
system (IF=1.812). 2016 View at publisher Scopus ranking:Q1

44 Taoreed.O Owolabi, Mohamed Faiz, Sunday O. Olatunji and Idris.K.Popoola”
Computational intelligence method for characterizing the energy band gap of
doped ZnO semiconductor” Materials and Design (IF=3.5) 2016 View at
Publisher Scopus ranking:Q1

43 K.O Akande , Taoreed.O .Owolabi, Sunday O. Olatunji and AbdulAzeez
AbdulRaheem .A Novel Homogenous Hybridization Technique for Performance
Improvement of Support Vector Machines Regression in Reservoir
Characterization” Applied Computational Intelligence and Soft Computing,
Volume 2016 (2016), Article ID 2580169, 10 pages. View at publisher
Scopus ranking:Q3

42 Adeshina A. Adewumi, Taoreed.O.Owolabi, Ibrahim Alade and Sunday O.
Olatunji. “Estimation of physical, mechanical and hydrological properties
of permeable concrete using computational intelligence approach,” Applied
Soft Computing, Vol. 42, May 2016, pages 342-350 (IF=2.81) View at
publisher View at publisher

41 E. O. Ogunti, W. Lawal, S. O. Olatunji, W. O. Apena, B. Kareem "Detection
under Noise Using Component Improvement Strategy" Universal Journal of
Electrical and Electronic Engineering 3(4): 132-140, (2015). View at
Publisher Scopus ranking: Q4

40 Abdulrauf R. Adebayo, Abdulazeez Abdulraheem, Sunday O. Olatunji,
"Artificial Intelligence Based Estimation Of Water Saturation In Complex
Reservoir Systems", Journal of Porous Media, 18 (9): 893-906 (2015). (Impact
factor=0.807)View at publisher Scopus ranking:Q2

39 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 Natural Gas Science and
Engineering, Vol. 27 Part 1, Nov. 2015, Pages 98-108. (Impact factor=2.157).
DOI: 10.1016/j.jngse.2015.01.007 View at publisher Scopus
ranking:Q1

38 E. O. Ogunti, W. Lawal, S. O. Olatunji, B. Kareem. "Optimisation of Signal
Strength for a Detector under Noise Using Sigma Quality Approach", Electrical
and Electronic Engineering, Scientific & Academic Publishing, (2015) 5(1):
13-21, doi:10.5923/j.eee.20150501.03 View at publisher

37 Taoreed O Owolabi , Kabiru O Akande , Olatunji O Sunday, (2015) "Modeling
of average surface energy estimator using computational intelligence
technique", Multidiscipline Modeling in Materials and Structures, Vol. 11
Iss: 2, pp.284 - 296. (Scopus indexed, Q3, Q4,) View at publisher
Scopus ranking:Q3

36 Taoreed O. Owolabi, Kabiru O. Akande, and Sunday O. Olatunji, "Estimation
of Surface Energies of Transition Metal Carbides Using Machine Learning
Approach," International Journal of Materials Science and Engineering, Vol.
3, No. 2, pp. 104-119, June 2015. doi: 10.17706/ijmse.2015.3.2.104-119 View
at publisher

35 Taoreed.O. Owolabi, K.O Akande and Sunday.O Olatunji “Estimation of
surface energies of face centered cubic metals using computational
intelligence technique” International Journal of materials engineering
innovation, Vo. 6, No. 4 2015.( (Scopus indexed)) View at publisher Scopus
ranking:Q3

34 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. Vol. 31 Issue C, pp.360-368, 2015
(Impact Factor: 2.81, Q1 Ranked). View at publisher View at
publisher

33 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, Vol. 480, 15 April 2015, Pages 39–46 [Impact fcator:
5.056]. View at publisher
Scopus ranking:Q1

32 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, Vol. 157, 1 June 2015, pp 125-142. (IF=2.005)
doi:10.1016/j.neucom.2015.01.027 View at publisher Scopus
ranking:Q1

31 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 Volume
101, 15 April 2015, Pages 143–151. [Impact factor: 1.879] View at
publisher Scopus ranking:Q1

30 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
factor: 2.157] View at publisher Scopus ranking:Q1

29 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 View at publisher

28 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
View at publisher Scopus ranking:Q1

27 Taoreed.O. Owolabi, K.O Akande and S.O. Olatunji “Estimation of
superconducting 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),
Vol 28 Issue 1, Page 1-7, 2014. (Impact Factor =0.93). View at publisher
Scopus ranking :Q3

26 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. View at
Publisher

25 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 View
at Publisher

24 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). View at publisher

23 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. View at publisher

22 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
View at publisher

21 Sunday Olusanya Olatunji, Hossain Arif, '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 View at publisher

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/ View at publisher

19 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. View at publisher

18 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) View at publisher Scopus ranking:Q1

17 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 View at publisher Scopus
ranking:Q3

16 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) (Scopus
Index). Scopus ranking:Q4

15 Sunday Olusanya Olatunji, Sensitivity-Based Linear Learning Method for
Software Maintainability of Object Oriented Software Systems; Journal of
Scientific Theory and Methods, Vol 2012, pp 124-167 (2012). View at
publisher

14 Sunday Olusanya Olatunji, 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 Fusion,
Vol. 16, March 2014, pages 29-45, (2014). [Impact Factor=3.681], View at
publisher Scopus ranking:Q1

13 Sunday Olusanya Olatunji, 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.
View at publisher

12 Sunday Olusanya Olatunji, 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 View at publisher
Scopus ranking:Q1

11 Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, Sigeru
Omatu, “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 View at
publisher Scopus ranking:Q1

10 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. View at
publisher Scopus ranking:Q1

9 Teddy Mantoro, Akeem Olowolayemo, 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.View at publisher
Scopus ranking:Q3

8 S. O. Olatunji, Imran A. Adeleke, Alaba Akingbesote, “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.View at publisher

7 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. View at publisher

6 Sunday OlusanyaOlatunji, Imran A. Adeleke, Olowolayemo Akeem Olakoye,
Forcasting Of Material Properties Using Functional Networks, Journal Of
Computing, Volume 2, Issue 11, Page 102, November 2010, ISSN 2151-9617.
5 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.
4 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.
3 Sunday O. Olatunji, Syed U. Idrees, Yasser S. Al-Ghamdi, Al-Ghamdi,
Jarallah, “Mining Software Repositories – A Comparative Analysis”,
International Journal of Computer Science and Network Security (IJCSNS),
VOL.10 No.8, August 2010, page 161-169.
2 Sabri A. Mahmoud, Sunday Olusanya Olatunji, “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.
1 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. Published Conference Proceedings papers (29 papers)
30 Muizz O. Sanni-Anibire, Mohamad Rosli Zin, Sunday Olusanya Olatunji;
Causes of Delay in Tall Building Projects in GCC Countries; ICCEPM 2020 The
8th International Conference on Construction Engineering and Project
Management Dec. 7-8, 2020, Hong Kong SAR, 2020
29 Hind Ahmad Baaqeel and Sunday Olusanya Olatunji; A Self-Adapting Face
Authentication System with Deep Learning; The 8th International Conference on
Wireless Networks and Mobile Communications (WINCOM 2020), ieee explore.
28 Muizz O. Sanni-Anibire, Mohamad Rosli Zin, Sunday Olusanya Olatunji;
Forecasting Construction Delay Times in High-Rise Building Projects;
International Structural Engineering and Construction Conference, ISEC 2020
(Holistic Overview of Structural Design and Construction, 2020), Cyprus.
27 Muizz O. Sanni-Anibire, Mohamad Rosli Zin, Sunday Olusanya Olatunji;
Estimating Construction Duration Of High-Rise Buildings: Comparing The Btc
Model To KNN; First International Graduate Conference of Built Environment
and Surveying, "Towards Continuity and Livability Revolution", 24th - 25th
June 2019, Universiti Teknologi Malaysia, Johor Bahru, Malaysia
26 Sarah N. Alyami, Sunday O. Olatunji; Application of Support Vector Machine
for Arabic Sentiment Classification Using Twitter-Based Dataset; Journal of
The International Conference on Intelligent Computing Systems and Data
Analytics Applications (ICSDAA-2019), 1st – 3rd December , 2019 at Jadara
University, Jordan.
25 Mona M. Almutairi ; Nada Alhamad ; Albandari Alyami ; Zainab Alshobbar ;
Heela Alfayez ; Noor Al-Akkas ; Jamal A. Alhiyafi ; Sunday O. Olatunji;
Preemptive Diagnosis of Schizophrenia Disease Using Computational
Intelligence Techniques; 2nd International Conference on Computer
Applications & Information Security (ICCAIS), 2019. Published by IEEE. DOI:
10.1109/CAIS.2019.8769513

24 Jamal A. Alhiyafi,Asmaa Alnahwi ,Rawan Alkhurissi ,Masha’er Bayomi,
Manar Bayoumi, Mona Altassan, Alaa Alahmadi, Sunday O. Olatunji, Ahmed A.
Maarouf, "Document Categorization Engine Based on Machine Learning
Techniques," 2019 International Conference on Computer and Information
Sciences (ICCIS), Sakaka, Saudi Arabia, 2019, pp.1-5. DOI:
10.1109/ICCISci.2019.8716398

23 Reem A. Alassaf , Khawla A. Alsulaim, Noura Y. Alroomi, Nouf S. Alsharif,
Mishael F. Aljubeir, Sunday O. Olatunji, Alaa Y. Alahmadi , Mohammed Imran,
Rahma A. Alzahrani, Nora S. Alturayeif;; "Preemptive Diagnosis of Chronic
Kidney Disease Using Machine Learning Techniques," 2018 International
Conference on Innovations in Information Technology (IIT), Al Ain, United
Arab Emirates, 2018, pp. 99-104. DOI: 10.1109/INNOVATIONS.2018.8606040

22 Ebtesam J. Alqahtani, Fatimah Al Shamrani, Hajra F. Syed, Sunday O.
Olatunji; Classification of Parkinson’s Disease Using NNge Classification
Algorithm; 2018 21st Saudi Computer Society National Computer Conference
(NCC) April 2018. DOI: 10.1109/NCG.2018.8592989

21 Reem A. Alassaf , Khawla A. Alsulaim, Noura Y. Alroomi, Nouf S. Alsharif,
Mishael F. Aljubeir, Sunday O. Olatunji, Alaa Y. Alahmadi , Mohammed Imran,
Rahma A. Alzahrani, Nora S. Alturayeif; Preemptive Diagnosis of Diabetes
Mellitus Using Machine Learning; Saudi Computer Society, 21st National
Computer Conference (NCC’2018), Riyadh, Saudi Arabia, April 25-26, 2018.
Published in IEEE Xplore Digital Library. DOI: 10.1109/NCG.2018.8593201

20 Sunday O. Olatunji, Extreme Learning Machines and Support Vector Machines
Models for Email spam detection. 2017 IEEE Conference on Cognitive and
Computational Aspects of Situation Management (CogSIMA) Web of Science
(Thomson Reuters). DOI:10.1109/ccece.2017.7946806.

19 Huda Al-Shehri, Amani Al-Qarni, Leena Al-Saati, Arwa Batoaq, Haifa
Badukhen, Saleh Alrashed, Jamal Alhiyafi, Sunday O. Olatunji, Student
Performance Prediction Using Support Vector Machine and K-Nearest Neighbor,
2017 IEEE Conference on Cognitive and Computational Aspects of Situation
Management (CogSIMA). DOI: 10.1109/CCECE.2017.7946847

18 Dania Abed Aljawad, Ebtesam Alqahtani, Ghaidaa Al-Kuhaili, Nada Qamhan,
Noof Alghamdi, Saleh Alrashed, Jamal Alhiyafi and Sunday O. Olatunji, "Breast
cancer Surgery Survivability Prediction Using Bayesian Network and Support
Vector Machines, International Conference on Informatics, Health & Technology
(ICIHT 2017). Riyadh , Saudi Arabia. DOI: 10.1109/ICIHT.2017.7899000

17 Ibrahim Abuaqel, Abdullah Alsaif, Mohammed Almulhim, Mohammed Aljallal,
Musab Alghuraibi, Mujahid Alzahrani, Abdulrahman Alharby and Sunday Olatunji,
Prediction Models Aided Postoperative Decision Making Based on Neural Network
and Support Vector Machines, International Conference on Informatics, Health
& Technology (ICIHT 2017). Riyadh , Saudi Arabia. DOI:
10.1109/ICIHT.2017.7899137

16 Reem Alyami, Jinan Alhajjaj, Batool Alnajrani, Ilham Elaalami, Abdullah
Alqahtani, Nahier Aldhafferi, Sunday O Olatunji and Taoreed O. Owolabi,
Investigating the effect of Correlation based Feature Selection on breast
cancer diagnosis using Artificial Neural Network and Support Vector Machines,
International Conference on Informatics, Health & Technology (ICIHT 2017).
Riyadh , Saudi Arabia. DOI: 10.1109/ICIHT.2017.7899011

15 S. O. Olatunji, Selamat, A., & Abdul Azeez, A. R. (2016, April 4).
Harnessing the Power of Type-2 Fuzzy Logic System to achieved improved
permeability prediction accuracy in a hybrid setting. SPE Saudi Arabia
Section Annual Technical Symposium and Exhibition, 24-28 April, 2016
Al-Khobar, Saudi Arabia, Society of Petroleum Engineers.
14 Olatunji, S. O., Selamat, A., & Abdul Azeez, A. R. (2015, June 4).
Harnessing the Power of Type-2 Fuzzy Logic System in the Prediction of
Reservoir Properties. SPE Saudi Arabia Section Annual Technical Symposium and
Exhibition, 21-23 April, 2015 Al-Khobar, Saudi Arabia, Society of Petroleum
Engineers. doi:10.2118/178005-MS
13 Akande, K. O., Olatunji, S. O., Owolabi, T. O., & AbdulRaheem, A. (2015,
June 4). Comparative Analysis of Feature Selection-Based Machine Learning
Techniques in Reservoir Characterization. SPE Saudi Arabia Section Annual
Technical Symposium and Exhibition, 21-23 April, 2015. Al-Khobar, Saudi
Arabia. Society of Petroleum Engineers. doi:10.2118/178006-MS
12 Akande, K. O., Olatunji, S. O., Owolabi, T. O., & AbdulRaheem, A. (2015,
June 4). Feature Selection-Based ANN for Improved Characterization of
Carbonate Reservoir. SPE Saudi Arabia Section Annual Technical Symposium and
Exhibition, 21-23 April, 2015 Al-Khobar, Saudi Arabia. Society of Petroleum
Engineers. doi:10.2118/178029-MS
11 Sunday Olusanya Olatunji, Ali Selamat, Type-2 fuzzy logic based prediction
of Object Oriented Software Maintainability, The 13th International
Conference on Intelligent Software Methodologies, Tools, and Techniques
(SOMET_14), September 22 - 24, 2014, in Langkawi, Malaysia.
10 Sunday Olusanya Olatunji, 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)
9 Sunday OlusanyaOlatunji, Mohammad Saad Al-Ahmadi, Moustafa Elshafei, 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. DOI: 10.1109/ICADIWT.2011.6041425

8 Sunday Olusanya Olatunji, Ali Selamat and Abdul Azeez Abdul Raheem,
“Modeling PVT Properties of Crude Oil Systems Using Type-2 Fuzzy Logic
Systems”, International conference on computational collective intelligence
(ICCCI-2010) , Kaohsiung, Taiwan. http://bit.kuas.edu.tw/~iccci10/

7 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

6 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.

5 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

4 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).
3 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. (Published in IEEE explore). DOI:
10.1109/ISSPA.2010.5605423

2 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). DOI:
10.1109/CIMSiM.2010.41

1 Mantoro, Teddy and Olowolayemo, Akeem Koye and Olatunji, Sunday O. Olatunji
(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. DOI: 10.1109/ICT4M.2010.5971898