Recent Advances on Soft Computing and Data Mining

Part I. Soft Computing

1. A Percentile Transition Ranking Algorithm Applied to Binarization of Continuous Swarm Intelligence Metaheuristics
José García, Broderick Crawford, Ricardo Soto, Gino Astorga

2. An Improved Hybrid Firefly Algorithm for Solving Optimization Problems
Fazli Wahid, Rozaida Ghazali, Habib Shah

3. 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, Rashid Naseem

4. Classification of JPEG Files by Using Extreme Learning Machine
Rabei Raad Ali, Kamaruddin Malik Mohamad, Sapiee Jamel, Shamsul Kamal Ahmad Khalid

5. 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

6. Some New Results on the Stability of Fractional Integro-Differential Equations Under Uncertainty
A. Ahmadian, S. Salahshour, N. Senu, F. Ismail

7. Semantic Approach for Web-Based Presentation Mining Based Ontology Support
Vinothini Kasinathan, Aida Mustapha, Imran Medi

8. 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

9. Fuzzy Evaluation Scheme for KDF Based on Stream Ciphers
Hamijah Mohd. Rahman, Nureize Arbaiy, Chuah Chai Wen

10. A Similarity Precision for Selecting Ontology Component in an Incomplete Sentence
Fatin Nabila Rafei Heng, Mustafa Mat Deris, Nurlida Basir

11. 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

12. An Algorithm Design of Kansei Recommender System
Pei-Chun Lin, Nureize Arbaiy

13. 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

14. 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

15. Modeling of Consumer Interest on E-commerce Products Using Eye Tracking Methods
Juni Nurma Sari, Lukito Edi Nugroho, P. Insap Santosa, Ridi Ferdiana

Part II. Data Mining

16. A New Concept of Fuzzy TOPSIS and Fuzzy Logic in a Multi-criteria Decision
Ratih Fitria Jumarni, Nurnadiah Zamri

17. Comparative Studies of Information Retrieval Approaches in User-Centered Health Information System
Ibrahim Umar Kontagora, Isredza Rahmi A. Hamid

18. A Framework to Cluster Temporal Data Using Personalised Modelling Approach
Muhaini Othman, Siti Aisyah Mohamed, Mohd Hafizul Afifi Abdullah, Munirah Mohd Yusof, Rozlini Mohamed

19. Measurement of the Pitch Exploration Amongst Elite Professional Soccer Players: Official Match Analysis
Filipe Manuel Clemente, Adam Owen, Aida Mustapha, Cornelis M. I. (Niels) Linden, João Ribeiro, Bruno Mendes, Jelle Reichert

20. 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

21. A Regulative Norms Mining Algorithm for Complex Adaptive System
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman M. Yusoff, Salama A. Mostafa

22. Violence Video Classification Performance Using Deep Neural Networks
Ashikin Ali, Norhalina Senan

23. Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks
Umer Iqbal, Rozaida Ghazali, Habib Shah

24. Decision Support Model in Determining Factors and Its Dominant Criteria Affecting Cholesterol Level Based on Rough-Regression
Riswan Efendi, Mustafa Mat Deris

25. A Numerical Classification Technique Based on Fuzzy Soft Set Using Hamming Distance
Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Saima Anwar Lashari, Haviluddin

26. Is SVM+FS Better to Satisfy Decision by Majority?
Yao Lin, Kohei Yamaguchi, Tsunenori Mine, Sachio Hirokawa

27. Exploiting LabVIEW FPGA in Implementation of Real-Time Sensor Data Acquisition for Rowing Monitoring System
Zarina Tukiran, Afandi Ahmad

28. A Group-Based Feature Selection Approach to Improve Classification of Holy Quran Verses
Abdullahi O. Adeleke, Noor Azah Samsudin, Aida Mustapha, Nazri Mohd Nawi

29. A Review: Image Analysis Techniques to Improve Labeling Accuracy of Medical Image Classification
Mazniha Berahim, Noor Azah Samsudin, Shelena Soosay Nathan

30. A New Adaptive Energy-Aware Job Scheduling in Cloud Computing
Ali Aghababaeipour, Shamsollah Ghanbari

31. Breast Cancer Recurrence Prediction Using Random Forest Model
Tahsien Al-Quraishi, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Ahmad Shaker Abdalrada

32. A New Theoretical Framework for Testing Consciousness in a Machine
Azree Nazri, Abdul Azim Abd Ghani, Izuan Hafez, Keng-Yap Ng

33. 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

Part III. Intelligent Human-Centred Computing (IHCC)

34. 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

35. 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

36. 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

37. 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

38. Comparison of Approaches Made to Enhance Pupils’ Numeracy Skill
Nur Faizura Ahmad Fuadi, Muhammad Fakri Othman, Norhalina Senan

Part IV. Web Mining and Content Analytics (WMCA)

39. Stock Market Prediction Using Keywords from Expert Articles
Ko Ichinose, Kazutaka Shimada

40. Sarcasm Detection Using Features Based on Indicator and Roles
Satoshi Hiai, Kazutaka Shimada

41. Reducing Computational Effort for Plagiarism Detection with Approximate String Matching
Tetsuya Nakatoh, Toshiro Minami

42. Weighting of Noun Phrases Based on Local Frequency of Nouns
Yasuhiro Yamada, Yuusuke Himeno, Tetsuya Nakatoh

43. 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

44. Instance-Based Ontology Matching: A Literature Review
Mansir Abubakar, Hazlina Hamdan, Norwati Mustapha, Teh Noranis Mohd Aris

Part V. Web Mining, Services and Security (WMSS)

45. 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

46. Android Malware Detection Based on Network Traffic Using Decision Tree Algorithm
Aqil Zulkifli, Isredza Rahmi A. Hamid, Wahidah Md Shah, Zubaile Abdullah

47. 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

48. Presenting a New Method of Authentication for the Internet of Things Based on RFID
Farshad Asadpour, Shamsollah Ghanbari

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)