Recent Advances on Soft Computing and Data Mining: Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018

Front Matter ....Pages i-xxvi
Front Matter ....Pages 1-1
 A Percentile Transition Ranking Algorithm Applied to Binarization of Continuous Swarm Intelligence Metaheuristics  (José García, Broderick Crawford, Ricardo Soto, Gino Astorga)....Pages 3-13
 An Improved Hybrid Firefly Algorithm for Solving Optimization Problems  (Fazli Wahid, Rozaida Ghazali, Habib Shah)....Pages 14-23
 Exploration and Exploitation Measurement in Swarm-Based Metaheuristic Algorithms: An Empirical Analysis  (Mohd Najib Mohd Salleh, Kashif Hussain, Shi Cheng, Yuhui Shi, Arshad Muhammad, Ghufran Ullah et al.)....Pages 24-32
 Classification of JPEG Files by Using Extreme Learning Machine  (Rabei Raad Ali, Kamaruddin Malik Mohamad, Sapiee Jamel, Shamsul Kamal Ahmad Khalid)....Pages 33-42
 Evaluating the Performance of Three Classification Methods in Diagnosis of Parkinson’s Disease  (Salama A. Mostafa, Aida Mustapha, Shihab Hamad Khaleefah, Mohd Sharifuddin Ahmad, Mazin Abed Mohammed)....Pages 43-52
 Some New Results on the Stability of Fractional Integro-Differential Equations Under Uncertainty  (A. Ahmadian, S. Salahshour, N. Senu, F. Ismail)....Pages 53-63
 Semantic Approach for Web-Based Presentation Mining Based Ontology Support  (Vinothini Kasinathan, Aida Mustapha, Imran Medi)....Pages 64-71
 A Relative Tolerance Relation of Rough Set for Incomplete Information Systems  (Rd. Rohmat Saedudin, Hairulnizam Mahdin, Shahreen Kasim, Edi Sutoyo, Iwan Tri Riyadi Yanto, Rohayanti Hassan)....Pages 72-81
 Fuzzy Evaluation Scheme for KDF Based on Stream Ciphers  (Hamijah Mohd. Rahman, Nureize Arbaiy, Chuah Chai Wen)....Pages 82-94
 A Similarity Precision for Selecting Ontology Component in an Incomplete Sentence  (Fatin Nabila Rafei Heng, Mustafa Mat Deris, Nurlida Basir)....Pages 95-104
 Mitigating Manual Final Year Project (FYP) Management to Be Centralized Electronically  (Noryusliza Abdullah, Shahril Nazim Mohamed Salleh, Hairulnizam Mahdin, Rozanawati Darman, Basil David Daniel, Ely Salwana Mat Surin)....Pages 105-114
 An Algorithm Design of Kansei Recommender System  (Pei-Chun Lin, Nureize Arbaiy)....Pages 115-123
 Warehouse Picking Model for Single Picker Routing Problem in Multi Dimensional Warehouse Layout Using Genetic Algorithm Approach to Minimize Delay  (Dida Diah Damayanti, Erlangga Bayu Setyawan, Luciana Andrawina, Budi Santosa)....Pages 124-134
 Relationship Between Angiotensin Converting Enzyme Gene and Cardiac Autonomic Neuropathy Among Australian Population  (Ahmad Shaker Abdalrada, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Tahsien Al-Quraishi, Herbert F. Jelinek)....Pages 135-146
 Modeling of Consumer Interest on E-commerce Products Using Eye Tracking Methods  (Juni Nurma Sari, Lukito Edi Nugroho, P. Insap Santosa, Ridi Ferdiana)....Pages 147-157
Front Matter ....Pages 159-159
 A New Concept of Fuzzy TOPSIS and Fuzzy Logic in a Multi-criteria Decision  (Ratih Fitria Jumarni, Nurnadiah Zamri)....Pages 161-170
 Comparative Studies of Information Retrieval Approaches in User-Centered Health Information System  (Ibrahim Umar Kontagora, Isredza Rahmi A. Hamid)....Pages 171-180
 A Framework to Cluster Temporal Data Using Personalised Modelling Approach  (Muhaini Othman, Siti Aisyah Mohamed, Mohd Hafizul Afifi Abdullah, Munirah Mohd Yusof, Rozlini Mohamed)....Pages 181-190
 Measurement of the Pitch Exploration Amongst Elite Professional Soccer Players: Official Match Analysis  (Filipe Manuel Clemente, Adam Owen, Aida Mustapha, Cornelis M. I. (Niels) van der Linden, João Ribeiro, Bruno Mendes et al.)....Pages 191-199
 RMIL/AG: A New Class of Nonlinear Conjugate Gradient for Training Back Propagation Algorithm  (Sri Mazura Muhammad Basri, Nazri Mohd Nawi, Mustafa Mamat, Norhamreeza Abdul Hamid)....Pages 200-212
 A Regulative Norms Mining Algorithm for Complex Adaptive System  (Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman M. Yusoff, Salama A. Mostafa)....Pages 213-224
 Violence Video Classification Performance Using Deep Neural Networks  (Ashikin Ali, Norhalina Senan)....Pages 225-233
 Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks  (Umer Iqbal, Rozaida Ghazali, Habib Shah)....Pages 234-242
 Decision Support Model in Determining Factors and Its Dominant Criteria Affecting Cholesterol Level Based on Rough-Regression  (Riswan Efendi, Mustafa Mat Deris)....Pages 243-251
 A Numerical Classification Technique Based on Fuzzy Soft Set Using Hamming Distance  (Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Saima Anwar Lashari, Haviluddin)....Pages 252-260
 Is SVM+FS Better to Satisfy Decision by Majority?  (Yao Lin, Kohei Yamaguchi, Tsunenori Mine, Sachio Hirokawa)....Pages 261-271
 Exploiting LabVIEW FPGA in Implementation of Real-Time Sensor Data Acquisition for Rowing Monitoring System  (Zarina Tukiran, Afandi Ahmad)....Pages 272-281
 A Group-Based Feature Selection Approach to Improve Classification of Holy Quran Verses  (Abdullahi O. Adeleke, Noor Azah Samsudin, Aida Mustapha, Nazri Mohd Nawi)....Pages 282-297
 A Review: Image Analysis Techniques to Improve Labeling Accuracy of Medical Image Classification  (Mazniha Berahim, Noor Azah Samsudin, Shelena Soosay Nathan)....Pages 298-307
 A New Adaptive Energy-Aware Job Scheduling in Cloud Computing  (Ali Aghababaeipour, Shamsollah Ghanbari)....Pages 308-317
 Breast Cancer Recurrence Prediction Using Random Forest Model  (Tahsien Al-Quraishi, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Ahmad Shaker Abdalrada)....Pages 318-329
 A New Theoretical Framework for Testing Consciousness in a Machine  (Azree Nazri, Abdul Azim Abd Ghani, Izuan Hafez, Keng-Yap Ng)....Pages 330-339
 Temporal Based Factorization Approach for Solving Drift and Decay in Sparse Scoring Matrix  (Al-Hadi Ismail Ahmed Al-Qasem, Nurfadhlina Mohd Sharef, Sulaiman Md Nasir, Mustapha Norwati)....Pages 340-350
Front Matter ....Pages 351-351
 Preliminary Design of a Dual-Sensor Based Sign Language Translator Device  (Radzi Ambar, Chan Kar Fai, Chew Chang Choon, Mohd Helmy Abd Wahab, Muhammad Mahadi Abdul Jamil, Ahmad Alabqari Ma‘Radzi)....Pages 353-362
 M-DCocoa: M-Agriculture Expert System for Diagnosing Cocoa Plant Diseases  (Munirah Mohd Yusof, Nur Fazliyana Rosli, Muhaini Othman, Rozlini Mohamed, Mohd Hafizul Afifi Abdullah)....Pages 363-371
 Dyslexia Adaptive Learning Model: Student Engagement Prediction Using Machine Learning Approach  (Siti Suhaila Abdul Hamid, Novia Admodisastro, Noridayu Manshor, Azrina Kamaruddin, Abdul Azim Abd Ghani)....Pages 372-384
 Towards Designing Tangible Interaction for Children with Dyslexia in Learning the Malay Language  (Siti Nurliana Jamali, Novia Admodisastro, Siti Suhaila Abdul Hamid, Azrina Kamaruddin, Abdul Azim Abd Ghani, Sa’adah Hassan)....Pages 385-395
 Comparison of Approaches Made to Enhance Pupils’ Numeracy Skill  (Nur Faizura Ahmad Fuadi, Muhammad Fakri Othman, Norhalina Senan)....Pages 396-405
Front Matter ....Pages 407-407
 Stock Market Prediction Using Keywords from Expert Articles  (Ko Ichinose, Kazutaka Shimada)....Pages 409-417
 Sarcasm Detection Using Features Based on Indicator and Roles  (Satoshi Hiai, Kazutaka Shimada)....Pages 418-428
 Reducing Computational Effort for Plagiarism Detection with Approximate String Matching  (Tetsuya Nakatoh, Toshiro Minami)....Pages 429-435
 Weighting of Noun Phrases Based on Local Frequency of Nouns  (Yasuhiro Yamada, Yuusuke Himeno, Tetsuya Nakatoh)....Pages 436-445
 Multi-layers Convolutional Neural Network for Twitter Sentiment Ordinal Scale Classification  (Muath ALALI, Nurfadhlina Mohd Sharef, Hazlina Hamdan, Masrah Azrifah Azmi Murad, Nor Azura Husin)....Pages 446-454
 Instance-Based Ontology Matching: A Literature Review  (Mansir Abubakar, Hazlina Hamdan, Norwati Mustapha, Teh Noranis Mohd Aris)....Pages 455-469
Front Matter ....Pages 471-471
 Maximum Attribute Relative Approach of Soft Set Theory in Selecting Cluster Attribute of Electronic Government Data Set  (Deden Witarsyah Jacob, Iwan Tri Riyadi Yanto, Mohd Farhan Md Fudzee, Mohamad Aizi Salamat)....Pages 473-484
 Android Malware Detection Based on Network Traffic Using Decision Tree Algorithm  (Aqil Zulkifli, Isredza Rahmi A. Hamid, Wahidah Md Shah, Zubaile Abdullah)....Pages 485-494
 An Improved Low Contrast Image in Normalization Process for Iris Recognition System  (Abdulrahman Aminu Ghali, Sapiee Jamel, Kamaruddin Malik Mohamad, Shamsul Kamal Ahmad Khalid, Zahraddeen Abubakar Pindar, Mustafa Mat Deris)....Pages 495-505
 Presenting a New Method of Authentication for the Internet of Things Based on RFID  (Farshad Asadpour, Shamsollah Ghanbari)....Pages 506-516
Back Matter ....Pages 517-518