For latest publications, please refer to here:
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Publications 2021
Arifin, R., Astuti, F., Baqiya, M.A., Winardi, Y., Wicaksono, Y.A., Darminto, Selamat, A.
(2021) Metals, 11 (11), art. no. 1760, .
Do, N.Q., Selamat, A., Krejcar, O., Yokoi, T., Fujita, H.
Phishing webpage classification via deep learning‐based algorithms: An empirical study
(2021) Applied Sciences (Switzerland), 11 (19), art. no. 9210, .
Brida, P., Krejcar, O., Selamat, A., Kertesz, A.
Smart sensor technologies for IoT
(2021) Sensors, 21 (17), art. no. 5890, .
Mohamad, M., Selamat, A., Subroto, I.M., Krejcar, O.
(2021) Journal of King Saud University - Computer and Information Sciences, 33 (7), pp. 787-797. Cited 1 time.
Ahmad, M.N., Mahmood, A.K., Hashim, K.F., Mustakim, F.B., Selamat, A., Bajuri, M.Y., Arshad, N.I.
(2021) Journal of Thermal Analysis and Calorimetry, 145 (4), pp. 2209-2224.
Namazi, H., Selamat, A., Krejcar, O.
Complexity-based analysis of the alterations in the structure of coronaviruses
(2021) Fractals, 29 (2), art. no. 2150123, . Cited 6 times.
Kubicek, J., Penhaker, M., Krejcar, O., Selamat, A.
Modern trends and applications of intelligent methods in biomedical signal and image processing
(2021) Sensors (Switzerland), 21 (3), art. no. 847, pp. 1-4.
Alrashidi, M., Selamat, A., Ibrahim, R., Krejcar, O.
Social Recommendation for Social Networks Using Deep Learning Approach: A Systematic Review
(2021) Communications in Computer and Information Science, 1463, pp. 15-29.
Dobrovolny, M., Langer, J., Selamat, A., Krejcar, O.
Session Based Recommendations Using Char-Level Recurrent Neural Networks
(2021) Communications in Computer and Information Science, 1463, pp. 30-41.
Chiu, P.C., Selamat, A., Krejcar, O., Kuok, K.K., Herrera-Viedma, E., Fenza, G.
Imputation of rainfall data using the sine cosine function fitting neural network
(2021) International Journal of Interactive Multimedia and Artificial Intelligence, 6 (7), pp. 39-48.
Chiu, P.C., Selamat, A., Krejcar, O., Kuok, K.K.
Hybrid Sine Cosine and Fitness Dependent Optimizer for Global Optimization
(2021) IEEE Access, 9, pp. 128601-128622.
Quang, D.N., Selamat, A., Krejcar, O.
Recent Research on Phishing Detection Through Machine Learning Algorithm
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12798 LNAI, pp. 495-508. Cited 1 time.
Fujita, H., Selamat, A., Lin, J.C.-W., Ali, M.
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12798 LNAI, pp. v-vi.
Fujita, H., Selamat, A., Lin, J.C.-W., Ali, M.
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12799 LNAI, pp. v-vi.
Bujang, S.D.A., Selamat, A., Ibrahim, R., Krejcar, O., Herrera-Viedma, E., Fujita, H., Ghani, N.A.M.
Multiclass Prediction Model for Student Grade Prediction Using Machine Learning
(2021) IEEE Access, 9, art. no. 9468629, pp. 95608-95621. Cited 1 time.
Marešová, P., Soukal, I., Stemberkova, R., Selamat, A.
(2021) Education and Urban Society,
Sharma, K.K., Seal, A., Yazidi, A., Selamat, A., Krejcar, O.
(2021) IEEE Access, 9, art. no. 9440910, pp. 79505-79519.
Dobrovolny, M., Selamat, A., Krejcar, O.
Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term Memory
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12672 LNAI, pp. 53-65.
Zahirah Zakaria, A., Selamat, A., Fujita, H., Krejcar, O.
The Most Potential Decision Tree Technique to Classify the Large Dataset of Students
(2021) Lecture Notes in Electrical Engineering, 724, pp. 575-585.
Chiu, P.C., Selamat, A., Krejcar, O., Kuok, K.K.
Imputation of Rainfall Data Using Improved Neural Network Algorithm
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12664 LNCS, pp. 390-406. Cited 1 time.
Ibrahim, W.N.H., Anuar, S., Selamat, A., Krejcar, O., Gonzalez Crespo, R., Herrera-Viedma, E., Fujita, H.
Multilayer Framework for Botnet Detection Using Machine Learning Algorithms
(2021) IEEE Access, 9, art. no. 9359784, pp. 48753-48768. Cited 2 times.
BUNTORO, G.A., ARIFIN, R., SYAIFUDDIIN, G.N., SELAMAT, A., KREJCAR, O., FUJITA, H.
(2021) IIUM Engineering Journal, 22 (1), pp. 78-92.
Publications 2020
Siang, C.V., Mohamed, F., Idris, M.Y., Sunar, M.S.B., Selamat, A.B., Wirasari, I.
(2020) 2020 IEEE Graphics and Multimedia, GAME 2020, art. no. 09315085, pp. 31-36.
Adesipo, A., Fadeyi, O., Kuca, K., Krejcar, O., Maresova, P., Selamat, A., Adenola, M.
Smart and climate-smart agricultural trends as core aspects of smart village functions
(2020) Sensors (Switzerland), 20 (21), art. no. 5977, pp. 1-22. Cited 6 times.
Mohamad, M., Selamat, A., Masrom, S., Salleh, K.A.
Hybrid Parameterisation Model for Missing Datasets
(2020) 2020 International Conference on Computational Intelligence, ICCI 2020, art. no. 9247668, pp. 293-298.
Lim, K.C., Selamat, A., Mohamed Zabil, M.H., Selamat, M.H., Alias, R.A., Mohamed, F., Krejcar, O.
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 317-329.
Yusoff, Y.A., Mohamed, F., Jaafar, N.A., Sunar, M.S., Selamat, A.
Magnitude-based streamlines seed point selection for 3D flow visualization
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 150-161.
Mohamad, M., Selamat, A.
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 43-54.
Zakaria, A.Z., Selamat, A., Fujita, H., Krejcar, O.
The best ensemble learner of bagged tree Algorithm for student performance prediction
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 55-64.
Abdul Kadir, M.R., Selamat, A., Krejcar, O.
Normative rule extraction from implicit learning into explicit representation
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 88-101.
Abdul Bujang, S.D., Selamat, A., Krejcar, O.
Predictive modeling for student grade prediction using machine learning and visual analytics
(2020) Frontiers in Artificial Intelligence and Applications, 327, pp. 32-42.
Abdolkarimi, E.S., Abaei, G., Selamat, A., Mosavi, M.R.
(2020) Applied Soft Computing Journal, 94, art. no. 106447, . Cited 4 times.
Nematzadeh, Z., Ibrahim, R., Selamat, A.
Improving class noise detection and classification performance: A new two-filter CNDC model
(2020) Applied Soft Computing Journal, 94, art. no. 106428, . Cited 3 times.
Bibbo, D., Klinkovsky, T., Penhaker, M., Kudrna, P., Peter, L., Augustynek, M., Kašík, V., Kubicek, J., Selamat, A., Cerny, M., Bielcik, D.
A new approach for testing fetal heart rate monitors
(2020) Sensors (Switzerland), 20 (15), art. no. 4139, pp. 1-15. Cited 3 times.
Marešová, P., Klímová, B., Honegr, J., Kuča, K., Ibrahim, W.N.H., Selamat, A.
Medical Device Development Process, and Associated Risks and Legislative Aspects-Systematic Review
(2020) Frontiers in Public Health, 8, art. no. 308, . Cited 2 times.
Maskuriy, R., Selamat, A., Ali, K.N., Maresova, P., Krejcar, O., Kuca, K., Mohd, S.
Man-made Disaster Prevention using Waste Management Hierarchy and Disaster Management Cycle
(2020) IOP Conference Series: Earth and Environmental Science, 479 (1), art. no. 012004, .
Nematzadeh, Z., Ibrahim, R., Selamat, A.
A hybrid model for class noise detection using k-means and classification filtering algorithms
(2020) SN Applied Sciences, 2 (7), art. no. 1303, .
Slaninova, N., Fiedorova, K., Selamat, A., Danisova, K., Kubicek, J., Tkacz, E., Augustynek, M.
(2020) Sensors (Switzerland), 20 (13), art. no. 3666, pp. 1-19. Cited 1 time.
Abaei, G., Selamat, A., Al Dallal, J.
A fuzzy logic expert system to predict module fault proneness using unlabeled data
(2020) Journal of King Saud University - Computer and Information Sciences, 32 (6), pp. 684-699. Cited 4 times.
Nematzadeh, Z., Ibrahim, R., Selamat, A., Nazerian, V.
The synergistic combination of fuzzy C-means and ensemble filtering for class noise detection
(2020) Engineering Computations (Swansea, Wales), 37 (7), pp. 2337-2355. Cited 3 times.
Abdul Bujang, S.D., Selamat, A., Krejcar, O., Maresova, P., Nguyen, N.T.
Digital learning demand for future education 4.0-case studies at Malaysia education institutions
(2020) Informatics, 7 (2), art. no. 13, . Cited 5 times.
Krejcar, O., Frischer, R., Hlavica, R., Kuca, K., Maresova, P., Selamat, A.
(2020) Journal of Open Innovation: Technology, Market, and Complexity, 6 (2), art. no. 23, . Cited 2 times.
Alade, O.A., Selamat, A., Sallehuddin, R.
The Effects of Missing Data Characteristics on the Choice of Imputation Techniques
(2020) Vietnam Journal of Computer Science, 7 (2), pp. 161-177.
Krejcar, O., Maresova, P., Brida, P., Barakovic, S., Husic, J.B., Kuca, K., Selamat, A.
Technology analysis of global smart furniture development using patent data
(2020) 13th International Conference ELEKTRO 2020, ELEKTRO 2020 - Proceedings, 2020-May, art. no. 9130210, .
Zuhair, H., Selamat, A., Krejcar, O.
A multi-tier streaming analytics model of 0-day ransomware detection using machine learning
(2020) Applied Sciences (Switzerland), 10 (9), art. no. 3210, . Cited 1 time.
Mohamad, M., Selamat, A., Krejcar, O., Fujita, H., Wu, T.
An analysis on new hybrid parameter selection model performance over big data set
(2020) Knowledge-Based Systems, 192, art. no. 105441, . Cited 13 times.
Kirimtat, A., Krejcar, O., Selamat, A., Herrera-Viedma, E.
FLIR vs SEEK thermal cameras in biomedicine: Comparative diagnosis through infrared thermography
(2020) BMC Bioinformatics, 21, art. no. 88, . Cited 18 times.
Frischer, R., Krejcar, O., Selamat, A., Kuca, K.
(2020) Journal of Central South University, 27 (3), pp. 811-823. Cited 3 times.
Selamat, A., Iqal, Z.
Open Challenges in Internet of Things Security
(2020) Journal of Physics: Conference Series, 1447 (1), art. no. 012054, .
Zainuddin, N., Selamat, A., Ibrahim, R.
Discovering Hate Sentiment within Twitter Data through Aspect-Based Sentiment Analysis
(2020) Journal of Physics: Conference Series, 1447 (1), art. no. 012056, . Cited 2 times.
Saeed, I.A., Selamat, A., Rohani, M.F., Krejcar, O., Chaudhry, J.A.
A Systematic State-of-the-Art Analysis of Multi-Agent Intrusion Detection
(2020) IEEE Access, 8, art. no. 9207913, pp. 180184-180209. Cited 1 time.
Kacetl, J., Marešová, P., Maskuriy, R., Selamat, A.
Ethical questions linked to rare diseases and orphan drugs – A systematic review
(2020) Risk Management and Healthcare Policy, 13, pp. 2125-2148. Cited 5 times.
Zuhair, H., Selamat, A.
(2020) International Journal of Data Mining, Modelling and Management, 12 (3), pp. 255-276.
Kirimtat, A., Krejcar, O., Selamat, A.
Brain MRI Modality Understanding: A Guide for Image Processing and Segmentation
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12108 LNBI, pp. 705-715.
Dobrovolny, M., Mls, K., Krejcar, O., Mambou, S., Selamat, A.
Medical Image Data Upscaling with Generative Adversarial Networks
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12108 LNBI, pp. 739-749. Cited 1 time.
Mambou, S., Krejcar, O., Selamat, A., Dobrovolny, M., Maresova, P., Kuca, K.
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12108 LNBI, pp. 683-694. Cited 1 time.
Kirimtat, A., Krejcar, O., Dolezal, R., Selamat, A.
A Mini Review on Parallel Processing of Brain Magnetic Resonance Imaging
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12108 LNBI, pp. 482-493.
Nguyen, H.D., Do, N.V., Pham, V.T., Selamat, A., Herrera-Viedma, E.
(2020) IEEE Access, 8, art. no. 9072439, pp. 76991-77012. Cited 5 times.
Fadeyi, O., Krejcar, O., Maresova, P., Kuca, K., Brida, K., Selamat, A.
(2020) Sustainability (Switzerland), 12 (1), art. no. 169, . Cited 7 times.
Nguyen, N.T., Jearanaitanakij, K., Selamat, A., Trawiński, B., Chittayasothorn, S.
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12034 LNAI, pp. v-vi.
Selamat, A., Ibrahim, R., Isah, S.S., Krejcar, O.
Finger-Vein Classification Using Granular Support Vector Machine
(2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12033 LNAI, pp. 309-320.
Frischer, R., Krejcar, O., Maresova, P., Fadeyi, O., Selamat, A., Kuca, K., Tomsone, S., Teixeira, J.P., Madureira, J., Melero, F.J.
(2020) Electronics (Switzerland), 9 (1), art. no. 149, . Cited 5 times.
Alade, O.A., Sallehuddin, R., Radzi, N.H.M., Selamat, A.
Missing data characteristics and the choice of imputation technique: An empirical study
(2020) Advances in Intelligent Systems and Computing, 1073, pp. 88-97.
Isah, S.S., Selamat, A., Ibrahim, R., Krejcar, O.
An investigation of information granulation techniques in cybersecurity
(2020) Studies in Computational Intelligence, 830, pp. 151-163. Cited 1 time.
Publications 2019
Zuhair, H., Selamat, A.
An intelligent and real-time ransomware detection tool using machine learning algorithm
(2019) Journal of Theoretical and Applied Information Technology, 97 (23), pp. 3448-3461. Cited 1 time.
Arifin, R., Malyadi, M., Munaji, Buntoro, G.A., Nurcahyo, A.M.B., Ridwan, Darminto, Johari, N., Selamat, A.
(2019) Results in Physics, 15, art. no. 102545, . Cited 2 times.
Bakar, N.A., Selamat, A., Krejcar, O.
(2019) Applied Sciences (Switzerland), 9 (23), art. no. 5111, . Cited 2 times.
Siang, C.V., Mohamed, F., Sunar, M.S.B., Selamat, A.B.
Using modified butterfly interpolation scheme for hole-filling in 3D data reconstruction
(2019) 2019 IEEE Conference on Graphics and Media, GAME 2019, art. no. 8980511, pp. 7-12. Cited 2 times.
Bujang, S.D.A., Selamat, A., Krejcar, O.
Using Data Analytic to Visualize Learning Style for Students TVET Polytechnic Malaysia
(2019) 2019 IEEE Conference on Big Data and Analytics, ICBDA 2019, art. no. 8986993, pp. 29-33.
Cheng, L.K., Selamat, A., Zabil, M.H.M., Selamat, M.H., Alias, R.A., Puteh, F., Mohamed, F., Krejcar, O.
(2019) 2019 IEEE Conference on Big Data and Analytics, ICBDA 2019, art. no. 8987044, pp. 34-40. Cited 1 time.
Behan, M., Krejcar, O., Sabbah, T., Selamat, A.
Sensorial network framework embedded in ubiquitous mobile devices
(2019) Future Internet, 11 (10), art. no. 215, . Cited 2 times.
Mohamad, M., Selamat, A., Salleh, K.A.
An analysis on deep learning approach performance in classifying big data set
(2019) Proceedings - 2019 1st International Conference on Artificial Intelligence and Data Sciences, AiDAS 2019, art. no. 8970980, pp. 35-39.
Ghabban, F., Selamat, A., Ibrahim, R., Krejcar, O., Maresova, P., Herrera-Viedma, E.
(2019) Sustainability (Switzerland), 11 (17), art. no. 4804, . Cited 5 times.
Kolda, L., Krejcar, O., Selamat, A., Kuca, K., Fadeyi, O.
Multi-biometric system based on cutting-edge equipment for experimental contactless verification
(2019) Sensors (Switzerland), 19 (17), art. no. 3709, . Cited 3 times.
Zuhair, H., Selamat, A.
RANDS: A machine learning-based anti-ransomware tool for windows platforms
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 573-587. Cited 2 times.
Lim, K.C., Selamat, A., Mohamed Zabil, M.H., Yusoff, Y., Selamat, M.H., Alias, R.A., Puteh, F., Mohamed, F., Krejcar, O.
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 500-511.
Ibrahim, W.N.H., Selamat, A., Anuar, S., Krejcar, O.
Clustering botnet behavior using K-means with uncertain data
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 244-257.
Zainuddin, N., Selamat, A., Ibrahim, R.
Hate crime on twitter: Aspect-based sentiment analysis approach
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 284-297. Cited 1 time.
Mohamad, M., Selamat, A.
An analysis on performance of different type classifiers in handling big data sets
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 298-309.
Chiu, P.C., Selamat, A., Krejcar, O., Kuok, K.K.
Missing rainfall data estimation using artificial neural network and nearest neighbor imputation
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 132-143. Cited 3 times.
Hassan, H., Anuar, S., Ahmad, N.B., Selamat, A.
Improve student performance prediction using ensemble model for higher education
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 217-230.
Lim, K.C., Selamat, A., Mohamed Zabil, M.H., Yusoff, Y., Selamat, M.H., Alias, R.A., Puteh, F., Mohamed, F., Krejcar, O.
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 258-271.
Kuok, K.K., Chiu, P.C., Selamat, A.
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 79-92.
Fujita, H., Selamat, A.
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. V-VIII.
Lim, K.C., Selamat, A., Mohamed Zabil, M.H., Selamat, M.H., Alias, R.A., Puteh, F., Mohamed, F., Krejcar, O.
(2019) Frontiers in Artificial Intelligence and Applications, 318, pp. 190-204. Cited 2 times.
Rezaei, Z., Selamat, A., Taki, A., Rahim, M.S.M., Abdul Kadir, M.R.
Systematic mapping study on diagnosis of vulnerable plaque
(2019) Multimedia Tools and Applications, 78 (15), pp. 21695-21730. Cited 1 time.
Alade, O.A., Sallehuddin, R., Selamat, A.
Empirical Performance Evaluation of Imputation Techniques using Medical Dataset
(2019) IOP Conference Series: Materials Science and Engineering, 551 (1), art. no. 012055, .
Mambou, S., Krejcar, O., Maresova, P., Selamat, A., Kuca, K.
Novel hand gesture alert system
(2019) Applied Sciences (Switzerland), 9 (16), art. no. 3419, . Cited 4 times.
Maskuriy, R., Selamat, A., Maresova, P., Krejcar, O., David, O.O.
Industry 4.0 for the construction industry: Review of management perspective
(2019) Economies, 7 (3), art. no. 68, . Cited 26 times.
Maskuriy, R., Selamat, A., Ali, K.N., Maresova, P., Krejcar, O.
Industry 4.0 for the construction industry-How ready is the industry?
(2019) Applied Sciences (Switzerland), 9 (14), art. no. 2819, . Cited 48 times.
Lim, K.C., Selamat, A., Alias, R.A., Krejcar, O., Fujita, H.
Usability measures in mobile-based augmented reality learning applications: A systematic review
(2019) Applied Sciences (Switzerland), 9 (13), art. no. 2718, . Cited 5 times.
Sadiq, F.I., Selamat, A., Ibrahim, R., Krejcar, O.
(2019) Entropy, 21 (5), art. no. 487, . Cited 2 times.
Pavlas, J., Krejcar, O., Maresova, P., Selamat, A.
Prototypes of user interfaces for mobile applications for patients with diabetes
(2019) Computers, 8 (1), art. no. 1, 14 p. Cited 6 times.
Kadir, M.R.A., Selamat, A.
A Categorization of Runtime Norm Synthesis in Normative Multi-Agent Systems
(2019) 2018 IEEE Conference on e-Learning, e-Management and e-Services, IC3e 2018, art. no. 8632640, pp. 128-133. Cited 1 time.
Mambou, S., Krejcar, O., Maresova, P., Selamat, A., Kuca, K.
The Need for Mobile Apps for Maternal and Child Health Care in Center and East Europe
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11673 LNCS, pp. 95-108.
Mambou, S., Krejcar, O., Selamat, A., Kuca, K.
Hybrid Distributed Computing System Based on Canvas and Dynamo
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11673 LNCS, pp. 281-293.
Sadiq, F.I., Selamat, A., Krejcar, O., Ibrahim, R.
(2019) International Journal of Intelligent Information and Database Systems, 12 (3), pp. 179-198.
Krejcar, O., Maresova, P., Selamat, A., Melero, F.J., Barakovic, S., Husic, J.B., Herrera-Viedma, E., Frischer, R., Kuca, K.
Smart Furniture as a Component of a Smart City-Definition Based on Key Technologies Specification
(2019) IEEE Access, 7, art. no. 8758623, pp. 94822-94839. Cited 13 times.
Al-Zebari, A., Zeebaree, S.R.M., Jacksi, K., Selamat, A.
ELMS–DPU ontology visualization with protégé VOWL and web VOWL
(2019) Journal of Advanced Research in Dynamical and Control Systems, 11 (1 Special Issue), pp. 478-485. Cited 8 times.
Chiu, P.C., Selamat, A., Krejcar, O.
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11606 LNAI, pp. 27-38. Cited 5 times.
Zeebaree, S.R.M., Al-Zebari, A., Jacksi, K., Selamat, A.
Designing an ontology of E-learning system for duhok polytechnic university using protégé OWL tool
(2019) Journal of Advanced Research in Dynamical and Control Systems, 11 (5), pp. 24-37. Cited 7 times.
Mambou, S., Krejcar, O., Maresova, P., Selamat, A., Kuca, K.
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11466 LNBI, pp. 63-74. Cited 4 times.
Kirimtat, A., Krejcar, O., Selamat, A.
A Mini-review of Biomedical Infrared Thermography (B-IRT)
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11466 LNBI, pp. 99-110. Cited 3 times.
Kirimtat, A., Krejcar, O., Selamat, A.
Levenberg-Marquardt Variants in Chrominance-Based Skin Tissue Detection
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11466 LNBI, pp. 87-98.
Mambou, S., Krejcar, O., Selamat, A.
Approximate Outputs of Accelerated Turing Machines Closest to Their Halting Point
(2019) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11431 LNAI, pp. 702-713. Cited 4 times.
Zuhair, H., Selamat, A.
(2019) Advances in Intelligent Systems and Computing, 843, pp. 267-277.
Alghamdi, H.M., Selamat, A.
Arabic Web page clustering: A review
(2019) Journal of King Saud University - Computer and Information Sciences, 31 (1), pp. 1-14. Cited 6 times.
Publications 2018
Ghabban, F., Selamat, A., Ibrahim, R.
(2018) Technology in Society, 55, pp. 92-99. Cited 10 times.
Knybel, L., Penhaker, M., Proto, A., Otahal, B., Nowakova, J., Cvek, J., Filipova, B., Selamat, A.
Accuracy analysis of the dose delivery process while using the Xsight® Spine Tracking technology
(2018) Biomedical Physics and Engineering Express, 4 (6), art. no. 065033, .
Rezaei, Z., Selamat, A., Taki, A., Rahim, M.S.M., Kadir, M.R.A., Penhaker, M., Krejcar, O., Kuca, K., Herrera-Viedma, E., Fujita, H.
Thin cap fibroatheroma detection in virtual histology images using geometric and texture features
(2018) Applied Sciences (Switzerland), 8 (9), art. no. 1632, . Cited 4 times.
Maresova, P., Soukal, I., Svobodova, L., Hedvicakova, M., Javanmardi, E., Selamat, A., Krejcar, O.
Consequences of industry 4.0 in business and economics
(2018) Economies, 6 (3), art. no. 46, . Cited 57 times.
Mambou, S.J., Maresova, P., Krejcar, O., Selamat, A., Kuca, K.
Breast cancer detection using infrared thermal imaging and a deep learning model
(2018) Sensors (Switzerland), 18 (9), art. no. 2799, . Cited 62 times.
Do, N.V., Nguyen, H.D., Selamat, A.
Knowledge-Based Model of Expert Systems Using Rela-Model
(2018) International Journal of Software Engineering and Knowledge Engineering, 28 (8), pp. 1047-1090. Cited 21 times.
Lim, K.C., Selamat, A., Ghani, N.A.M., Zabil, M.H.M., Alias, R.A., Puteh, F.
(2018) 2017 IEEE Conference on e-Learning, e-Management and e-Services, IC3e 2017, pp. 102-107. Cited 1 time.
Siang, C.V., Isham, M.I.M., Mohamed, F., Yusoff, Y.A., Mokhtar, M.K., Tomi, B., Selamat, A.
(2018) 2017 IEEE Conference on e-Learning, e-Management and e-Services, IC3e 2017, pp. 73-78. Cited 5 times.
Morente-Molinera, J.A., Kou, G., Pérez, I.J., Samuylov, K., Selamat, A., Herrera-Viedma, E.
(2018) Applied Soft Computing Journal, 68, pp. 191-201. Cited 22 times.
Fujita, H., Selamat, A.
Editorial for the special issue: Knowledge-based systems and data science
(2018) Applied Intelligence, 48 (5), pp. 1083-1085.
Bakar, N.A., Selamat, A.
Agent systems verification : systematic literature review and mapping
(2018) Applied Intelligence, 48 (5), pp. 1251-1274. Cited 15 times.
Zainuddin, N., Selamat, A., Ibrahim, R.
Hybrid sentiment classification on twitter aspect-based sentiment analysis
(2018) Applied Intelligence, 48 (5), pp. 1218-1232. Cited 54 times.
Nguyen, L.T.T., Vo, B., Nguyen, L.T.T., Fournier-Viger, P., Selamat, A.
ETARM: an efficient top-k association rule mining algorithm
(2018) Applied Intelligence, 48 (5), pp. 1148-1160. Cited 18 times.
Zuhair, H., Selamat, A.
Phishing classification models: Issues and perspectives
(2018) 2017 IEEE Conference on Open Systems, ICOS 2017, 2018-January, pp. 26-31. Cited 5 times.
Salemi, S., Selamat, A.
Enhancement Approach of Object Constraint Language Generation
(2018) Journal of Physics: Conference Series, 933 (1), art. no. 012008, .
Alade, O.A., Selamat, A., Sallehuddin, R.
A review of advances in extreme learning machine techniques and its applications
(2018) Lecture Notes on Data Engineering and Communications Technologies, 5, pp. 885-895. Cited 12 times.
Alaqsam, A., Selamat, A., Alias, R.A., Zakaria, N.H., Puteh, F., Cheng, L.K., Ahmad, M.N.
Using augmented virtual reality to improve english language learning
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 759-770.
Timana, H., Kama, N., Mohd Yusoff, R.C., Selamat, A.
Social media for medical and health information: Malaysian medical tourism hospital
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 143-156.
Isah, S.S., Selamat, A., Ibrahim, R., Anuar, S.
Granular computing approach to cybersecurity problem
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 215-225. Cited 1 time.
Ibrahim, W.N.H., Selamat, A., Krejcar, O., Chaudhry, J.
Recent advances on fog health - A systematic literature review
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 157-170. Cited 4 times.
Zainuddin, N., Selamat, A., Ibrahim, R.
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 723-734.
Mohamad, M., Selamat, A.
A two-tier hybrid parameterization framework for effective data classification
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 321-331. Cited 3 times.
ul Haq, M.E., Selamat, A., Ghazali, M., Razak, K.A., Krejcar, O.
Crowdsourcing challenges in disaster management: A systematic literature review
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 911-924.
Cheng, L.K., Selamat, A., Zabil, M.H.M., Selamat, M.H., Alias, R.A., Puteh, F., Mohamed, F., Krejcar, O., Herrera-Viedma, E., Fujita, H.
(2018) Frontiers in Artificial Intelligence and Applications, 303, pp. 896-910. Cited 2 times.
Spicka, I., Krejcar, O., Frischer, R., Kostial, P., Selamat, A., Jancikova, Z., Kuca, K.
Utilization of linearization methods for measuring of thermal properties of materials
(2018) AIMS Biophysics, 5 (4), pp. 257-271. Cited 1 time.
Mambou, S., Krejcar, O., Kuca, K., Selamat, A.
(2018) Future Internet, 10 (9), art. no. 89, . Cited 7 times.
Kadir, M.R.A., Selamat, A.
Bystander effect model: Dynamic simulation environment in a pedestrian setting
(2018) Journal of Engineering and Applied Sciences, 13 (Specialissue11), pp. 8852-8856.
Mohamad, M., Selamat, A.
An analysis of rough set-based application tools in the decision-making process
(2018) Lecture Notes on Data Engineering and Communications Technologies, 5, pp. 467-474. Cited 2 times.
Mohamad, M., Selamat, A.
(2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10751 LNAI, pp. 318-328. Cited 2 times.
Kolda, L., Krejcar, O., Selamat, A., Brida, P., Kuca, K.
Contactless Identification System Based on Visual Analysis of Examined Element
(2018) Studies in Computational Intelligence, 769, pp. 409-420. Cited 1 time.
Mambou, S., Krejcar, O., Kuca, K., Selamat, A.
Novel Human Action Recognition in RGB-D Videos Based on Powerful View Invariant Features Technique
(2018) Studies in Computational Intelligence, 769, pp. 343-353. Cited 4 times.
Mambou, S., Maresova, P., Krejcar, O., Selamat, A., Kuca, K.
Breast Cancer Detection Using Modern Visual IT Techniques
(2018) Studies in Computational Intelligence, 769, pp. 397-407. Cited 6 times.
Others
Newspaper publications : AI solutions for human problems ; https://www.nst.com.my/education/2018/03/350263/ai-solutions-human-problems
Publications 2017
Zahra Rezaei, Ali Selamat, Arash Taki, Mohd Shafry Mohd Rahim, Mohammed Rafiq Abdul Kadir: Automatic plaque segmentation based on hybrid fuzzy clustering and k nearest neighborhood using virtual histology intravascular ultrasound images. Appl. Soft Comput. 53: 380-395 (2017)
Thabit Sabbah, Ali Selamat, Md. Hafiz Selamat, Fawaz S. Al-Anzi, Enrique Herrera-Viedma, Ondrej Krejcar, Hamido Fujita: Modified frequency-based term weighting schemes for text classification. Appl. Soft Comput. 58: 193-206 (2017)
Saber Salehi, Ali Selamat, Kamil Kuca, Ondrej Krejcar, Thabit Sabbah: Fuzzy granular classifier approach for spam detection. Journal of Intelligent and Fuzzy Systems 32(2): 1355-1363 (2017)
Najwa Abu Bakar, Md. Hafiz Selamat, Ali Selamat: Runtime Verification and Quality Assessment for Checking Agent Integrity in Social Commerce System. ACIIDS (1) 2017: 150-159
Nor Azura Md Ghani, Saadi Bin Ahmad Kamaruddin, Norazan Mohamed Ramli, Ali Selamat: Authenticating ANN-NAR and ANN-NARMA Models Utilizing Bootstrap Techniques. ACIIDS (1) 2017: 761-771
Veronika Nemeckova, Jan Dvorak, Ali Selamat, Ondrej Krejcar: Optimal Route Prediction as a Smart Mobile Application of Gift Ideas. IEA/AIE (1) 2017: 141-145]
Jiri Bradle, Jakub Mesicek, Ondrej Krejcar, Ali Selamat, Kamil Kuca: Arduino as a Control Unit for the System of Laser Diodes. IEA/AIE (1) 2017: 569-575
Junaid Ahsenali Chaudhry, Kashif Saleem, Rafiqul Islam, Ali Selamat, Mudassar Ahmad, Craig Valli: AZSPM: Autonomic Zero-Knowledge Security Provisioning Model for Medical Control Systems in Fog Computing Environments. LCN Workshops 2017: 121-127
Marketa Stastna, Jan Dvorak, Ali Selamat, Ondrej Krejcar: Prediction of Conditions for Drying Clothes Based on Area and Temperature Data. MobiWIS 2017: 57-69
Milan Kostak, Jan Dvorak, Ali Selamat, Ondrej Krejcar: Intelligent Notepad for Windows Phone that Uses GPS Data. MobiWIS 2017: 90-103
Ondrej Sukala, Petra Maresová, Jan Dvorak, Ali Selamat, Ondrej Krejcar: Calculating the Optimal Price of Products in an Online Store. MobiWIS 2017: 104-114
Pavel Zubr, Jan Dvorak, Ali Selamat, Ondrej Krejcar: Smart Security System Based on Android Platform. MobiWIS 2017: 115-128
Fatai Idowu Sadiq, Ali Selamat, Roliana Ibrahim, Md. Hafiz Selamat, Ondrej Krejcar: Stampede Prediction Based on Individual Activity Recognition for Context-Aware Framework Using Sensor-Fusion in a Crowd Scenarios. SoMeT 2017: 385-396
Nurulhuda Zainuddin, Ali Selamat, Roliana Ibrahim: Twitter Hate Aspect Extraction Using Association Analysis and Dictionary-Based Approach. SoMeT 2017: 641-651
Masurah Mohamad, Ali Selamat: A New Soft Rough Set Parameter Reduction Method for an Effective Decision-Making. SoMeT 2017: 691-704
Faizura Haneem, Nazri Kama, Rosmah Ali, Ali Selamat: Applying Data Analytics Approach in Systematic Literature Review: Master Data Management Case Study. SoMeT 2017: 705-718
Lim Kok Cheng, Ali Selamat, Mohd Hazli Mohamed Zabil, Md. Hafiz Selamat, Rose Alinda Alias, Fatimah Puteh, Farhan Mohamed, Ondrej Krejcar: Usability Prioritization Using Performance Metrics and Hierarchical Agglomerative Clustering in MAR-Learning Application. SoMeT2017: 731-744
Hamido Fujita, Ali Selamat, Sigeru Omatu: New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 16th International Conference, SoMeT_17, Kitakyushu City, Japan, September 26-28, 2017. Frontiers in Artificial Intelligence and Applications 297, IOS Press 2017, ISBN 978-1-61499-799-3 [contents]
Publications 2016
Hiba Zuhair Zeydan, Ali Selamat, Mazleena Salleh: Feature selection for phishing detection: a review of research. IJISTA 15(2): 147-162 (2016)
Thabit Sabbah, Ali Selamat, Md. Hafiz Selamat, Roliana Ibrahim, Hamido Fujita: Hybridized term-weighting method for Dark Web classification. Neurocomputing 173: 1908-1926 (2016)
M. Reza Mashinchi, Ali Selamat, Suhaimi Ibrahim, Hamido Fujita: Outlier elimination using granular box regression. Information Fusion 27: 161-169 (2016)
Philip Achimugu, Ali Selamat, Roliana Ibrahim: ReproTizer: A Fully Implemented Software Requirements Prioritization Tool. Trans. Computational Collective Intelligence 22: 80-105 (2016)
Nurulhuda Zainuddin, Ali Selamat, Roliana Ibrahim: Improving Twitter Aspect-Based Sentiment Analysis Using Hybrid Approach. ACIIDS (1) 2016: 151-160
Tomas Marek, Ondrej Krejcar, Ali Selamat: Possibilities for Development and Use of 3D Applications on the Android Platform. ACIIDS (2) 2016: 519-529
Syahid Anuar, Roselina Sallehuddin, Ali Selamat: Implementation of Artificial Neural Network on Graphics Processing Unit for Classification Problems. ICCCI (2) 2016: 303-310
Ahmad Riza'ain Yusof, Nur Izura Udzir, Ali Selamat: An Evaluation on KNN-SVM Algorithm for Detection and Prediction of DDoS Attack. IEA/AIE 2016: 95-102
Nurulhuda Zainuddin, Ali Selamat, Roliana Ibrahim: Twitter Feature Selection and Classification Using Support Vector Machine for Aspect-Based Sentiment Analysis. IEA/AIE 2016: 269-279
Jakub Mesicek, Ondrej Krejcar, Ali Selamat, Kamil Kuca: A Recent Study on Hardware Accelerated Monte Carlo Modeling of Light Propagation in Biological Tissues. IEA/AIE 2016: 493-502
Adam Drabek, Ondrej Krejcar, Ali Selamat, Kamil Kuca: A Smart Arduino Alarm Clock Using Hypnagogia Detection During Night. IEA/AIE 2016: 514-526
Yusman Azimi Yusoff, Farhan Mohamad, Mohd Shahrizal Sunar, Ali Selamat: Flow Visualization Techniques: A Review. IEA/AIE 2016: 527-538
Masurah Mohamad, Ali Selamat: Recent Study on the Application of Hybrid Rough Set and Soft Set Theories in Decision Analysis Process. IEA/AIE 2016: 713-724
Najwa Abu Bakar, Ali Selamat: Detection of data confidentiality violations using Runtime Verification and Quality Assessment. ISAMSR 2016: 22-26
Masurah Mohamad, Ali Selamat: A New Hybrid Rough Set and Soft Set Parameter Reduction Method for Spam E-Mail Classification Task. PKAW 2016: 18-30
Nur Hazimah Khalid, Roliana Ibrahim, Ali Selamat, Mohd Rashdan Abdul Kadir: Collaboration patterns of researchers using Social Network Analysis approach. SMC 2016: 1632-1637
Najwa Abu Bakar, Ali Selamat: Runtime Verification and Quality Assessment for Privacy Violations Detection in Social Networking System. SoMeT 2016: 346-357
Takeru Yokoi, Masato Fukuchi, Michihiro Kobayakawa, Roliana Ibrahim, Ali Selamat: Analytical Framework of Relations among Nations using News Articles. WWW (Companion Volume) 2016: 139-140
Sigeru Omatu, Ali Selamat, Grzegorz Bocewicz, Pawel Sitek, Izabela Ewa Nielsen, Julián Alberto García-García, Javier Bajo: Distributed Computing and Artificial Intelligence, 13th International Conference, DCAI 2016, Sevilla, Spain, 1-3 June, 2016. Advances in Intelligent Systems and Computing 474, Springer 2016, ISBN 978-3-319-40161-4 [contents]
Hamido Fujita, Moonis Ali, Ali Selamat, Jun Sasaki, Masaki Kurematsu: Trends in Applied Knowledge-Based Systems and Data Science - 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Morioka, Japan, August 2-4, 2016, Proceedings. Lecture Notes in Computer Science 9799, Springer 2016, ISBN 978-3-319-42006-6
Publications 2015
Ismaila Idris, Ali Selamat, Ngoc Thanh Nguyen, Sigeru Omatu, Ondrej Krejcar, Kamil Kuca, Marek Penhaker: A combined negative selection algorithm-particle swarm optimization for an email spam detection system. Eng. Appl. of AI 39: 33-44(2015)
Golnoush Abaei, M. Reza Mashinchi, Ali Selamat: Software fault prediction using BP-based crisp artificial neural networks. IJIIDS 9(1): 15-31 (2015)
Sunday Olusanya Olatunji, Ali Selamat, Abdur Raheem Abdul Azeez: Modeling permeability and PVT properties of oil and gas reservoir using hybrid model based on type-2 fuzzy logic systems.Neurocomputing 157: 125-142 (2015)
Mohammad Sadegh Hajmohammadi, Roliana Ibrahim, Ali Selamat, Hamido Fujita: Combination of active learning and self-training for cross-lingual sentiment classification with density analysis of unlabelled samples.Inf. Sci. 317: 67-77 (2015)
Golnoush Abaei, Ali Selamat, Hamido Fujita: An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction. Knowl.-Based Syst. 74: 28-39(2015)
Saber Salehi, Ali Selamat, M. Reza Mashinchi, Hamido Fujita: The synergistic combination of particle swarm optimization and fuzzy sets to design granular classifier. Knowl.-Based Syst. 76: 200-218(2015)
Saber Salehi, Ali Selamat, Hamido Fujita: Systematic mapping study on granular computing. Knowl.-Based Syst. 80: 78-97 (2015)
Mohammad Sadegh Hajmohammadi, Roliana Ibrahim, Ali Selamat: Graph-Based Semi-supervised Learning for Cross-Lingual Sentiment Classification. ACIIDS (1) 2015: 97-106
Fatai Idowu Sadiq, Ali Selamat, Roliana Ibrahim: Human Activity Recognition Prediction for Crowd Disaster Mitigation. ACIIDS (1) 2015: 200-210
M. Reza Mashinchi, Ali Selamat, Suhaimi Ibrahim, Ondrej Krejcar: Granular-Rule Extraction to Simplify Data. ACIIDS (2) 2015: 421-429
Zahra Nematzadeh, Roliana Ibrahim, Ali Selamat: Comparative studies on breast cancer classifications with k-fold cross validations using machine learning techniques. ASCC 2015: 1-6
Saber Salehi, Ali Selamat, Ondrej Krejcar, Kamil Kuca: Fuzzy Granular Classifier Approach for Spam Detection. ICCCI (2) 2015: 256-264
Masurah Mohamad, Ali Selamat, Ondrej Krejcar, Kamil Kuca: A Recent Study on the Rough Set Theory in Multi-Criteria Decision Analysis Problems. ICCCI (2) 2015: 265-274
Lukas Sulik, Ondrej Krejcar, Ali Selamat, M. Reza Mashinchi, Kamil Kuca: Determining of Blood Artefacts in Endoscopic Images Using a Software Analysis. ICCCI (2) 2015: 388-397
Zahra Rezaei, Ali Selamat, Arash Taki, Mohd Shafry Mohd Rahim, Mohammed Rafiq Abdul Kadir: Detection of Vulnerable Plaque in Virtual Histology Intravascular Ultrasound Images Using SVM. ICSSE 2015: 149-156
Tomas Hustak, Ondrej Krejcar, Ali Selamat, M. Reza Mashinchi, Kamil Kuca: Principles of Usability in Human-Computer Interaction Driven by an Evaluation Framework of User Actions. MobiWIS 2015: 51-62
Thabit Sabbah, Ali Selamat: Hybridized Feature Set for Accurate Arabic Dark Web Pages Classification. SoMeT 2015: 175-189
M. Reza Mashinchi, Ali Selamat, Suhaimi Ibrahim: Evaluating Extant Uranium: Linguistic Reasoning by Fuzzy Artificial Neural Networks. SoMeT 2015: 296-307
Zahra Nematzadeh, Roliana Ibrahim, Ali Selamat: A Method for Class Noise Detection Based on K-means and SVM Algorithms. SoMeT 2015: 308-318
Hoshang Kolivand, Mohd Shahrizal Sunar, Ali Selamat: Real-Time Light Shaft Generation for Indoor Rendering. SoMeT 2015: 487-495
Jan Kubicek, Marek Penhaker, Karolina Pavelova, Ali Selamat, Radovan Hudak, Jaroslav Majernik: Segmentation of MRI Data to Extract the Blood Vessels Based on Fuzzy Thresholding. New Trends in Intelligent Information and Database Systems 2015: 43-52
Philip Achimugu, Ali Selamat: A Hybridized Approach for Prioritizing Software Requirements Based on K-Means and Evolutionary Algorithms. Computational Intelligence Applications in Modeling and Control 2015: 73-93
M. Reza Mashinchi, Ali Selamat, Suhaimi Ibrahim, Ondrej Krejcar, Marek Penhaker: Evaluating Customer Satisfaction: Linguistic Reasoning by Fuzzy Artificial Neural Networks. New Trends in Intelligent Information and Database Systems 2015: 91-100
Syahid Anuar, Ali Selamat, Roselina Sallehuddin: Hybrid Particle Swarm Optimization Feature Selection for Crime Classification. New Trends in Intelligent Information and Database Systems 2015: 101-110
Golnoush Abaei, Ali Selamat: Increasing the Accuracy of Software Fault Prediction Using Majority Ranking Fuzzy Clustering. Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing 2015: 179-193
*The latest publication list may be available at https://scholar.google.com/citations?user=lhBZ45kAAAAJ&hl=en