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Deris, Mustafa Mat

Recent Advances on Soft Computing and Data Mining

Deris, Mustafa Mat - Recent Advances on Soft Computing and Data Mining, ebook

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ISBN: 9783319512815
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Table of contents

1. Cluster Validation Analysis on Attribute Relative of Soft-Set Theory
Rabiei Mamat, Ahmad Shukri Mohd Noor, Tutut Herawan, Mustafa Mat Deris

2. Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm
Nazri Mohd. Nawi, M. Z. Rehman, Norhamreeza Abdul Hamid, Abdullah Khan, Rashid Naseem, Jamal Uddin

3. Optimization of ANFIS Using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs
Mohd. Najib Mohd. Salleh, Kashif Hussain, Rashid Naseem, Jamal Uddin

4. Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series
Riswan Efendi, Mustafa Mat Deris

5. A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site
Nurnadiah Zamri, Fadhilah Ahmad, Ahmad Nazari Mohd Rose, Mokhairi Makhtar

6. Formation Control Optimization for Odor Localization
Bambang Tutuko, Siti Nurmaini, Rendyansyah, P. P. Aditya, Saparudin

7. A New Search Direction for Broyden’s Family Method in Solving Unconstrained Optimization Problems
Mohd Asrul Hery Ibrahim, Zailani Abdullah, Mohd Ashlyzan Razik, Tutut Herawan

8. Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task
Yana Mazwin Mohmad Hassim, Rozaida Ghazali, Noorhaniza Wahid

9. Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model
Sarah Abdulkarem Alshalif, Noraini Ibrahim, Tutut Herawan

10. A Study of Data Imputation Using Fuzzy C-Means with Particle Swarm Optimization
Nurul Ashikin Samat, Mohd Najib Mohd Salleh

11. Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption
Ayodele Lasisi, Rozaida Ghazali, Haruna Chiroma

12. One-Way ANOVA Model with Fuzzy Data for Consumer Demand
Pei Chun Lin, Nureize Arbaiy, Isredza Rahmi Abd. Hamid

13. Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm
Abdullah Khan, Nazri Mohd Nawi, Rahmat Shah, Nasreen Akhter, Atta Ullah, M. Z. Rehman, Norhamreeza AbdulHamid, Haruna Chiroma

14. A Review on Violence Video Classification Using Convolutional Neural Networks
Ashikin Ali, Norhalina Senan

15. Modified Backpropagation Algorithm for Polycystic Ovary Syndrome Detection Based on Ultrasound Images
Untari N. Wisesty, Jondri Nasri, Adiwijaya

16. An Implementation of Local Regression Smoothing on Evolving Fuzzy Algorithm for Planting Calendar Forecasting Based on Rainfall
Arizal Akbar Rahma Saputro, Fhira Nhita, Adiwijaya

17. Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks
Umer Iqbal, Rozaida Ghazali

18. Computing the Metric Dimension of Hypercube Graphs by Particle Swarm Optimization Algorithms
Danang Triantoro Murdiansyah, Adiwijaya

19. Non-linear Based Fuzzy Random Regression for Independent Variable Selection
Mohd Zaki Mohd Salikon, Nureize Arbaiy

20. Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback
Waddah Waheeb, Rozaida Ghazali, Tutut Herawan

21. Training ANFIS Using Catfish-Particle Swarm Optimization for Classification
Norlida Hassan, Rozaida Ghazali, Kashif Hussain

22. FCA-ARMM: A Model for Mining Association Rules from Formal Concept Analysis
Zailani Abdullah, Md Yazid Mohd Saman, Basyirah Karim, Tutut Herawan, Mustafa Mat Deris, Abdul Razak Hamdan

23. ELP-M2: An Efficient Model for Mining Least Patterns from Data Repository
Zailani Abdullah, Amir Ngah, Tutut Herawan, Noraziah Ahmad, Siti Zaharah Mohamad, Abdul Razak Hamdan

24. Integration of Self-adaptation Approach on Requirements Modeling
Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan

25. Detection of Redundancy in CFG-Based Test Cases Using Entropy
Noor Fardzilawati Md Nasir, Noraini Ibrahim, Tutut Herawan

26. Variety of Approaches in Self-adaptation Requirements: A Case Study
Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan

27. Dynamic Trackback Strategy for Email-Born Phishing Using Maximum Dependency Algorithm (MDA)
Isredza Rahmi A. Hamid, Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy

28. A Case Based Methodology for Problem Solving Aiming at Knee Osteoarthritis Detection
Marisa Esteves, Henrique Vicente, José Machado, Victor Alves, José Neves

29. Preliminary Study for the Implementation of Electrical Capacitance Volume Tomography (ECVT) to Display Fruit Content
Riza Agustiansyah, Rohmat Saedudin, Mahfudz Al Huda

30. Dependency Scheme for Revise and Reasoning Solution
Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana

31. A New Binary Similarity Measure Based on Integration of the Strengths of Existing Measures: Application to Software Clustering
Rashid Naseem, Mustafa Mat Deris

32. A Comparative Study of Linear and Nonlinear Regression Models for Outlier Detection
Paul Inuwa Dalatu, Anwar Fitrianto, Aida Mustapha

33. Clustering Based on Classification Quality (CCQ)
Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Dedy Hartama, Tutut Herawan

34. A Framework of Clustering Based on Chicken Swarm Optimization
Nursyiva Irsalinda, Iwan Tri Riyadi Yanto, Haruna Chiroma, Tutut Herawan

35. Histogram Thresholding for Automatic Color Segmentation Based on k-means Clustering
Adhi Prahara, Iwan Tri Riyadi Yanto, Tutut Herawan

36. Does Number of Clusters Effect the Purity and Entropy of Clustering?
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris

37. Text Detection in Low Resolution Scene Images Using Convolutional Neural Network
Anhar Risnumawan, Indra Adji Sulistijono, Jemal Abawajy, Younes Saadi

38. Handling Imbalanced Data in Churn Prediction Using RUSBoost and Feature Selection (Case Study: PT.Telekomunikasi Indonesia Regional 7)
Erna Dwiyanti, Adiwijaya, Arie Ardiyanti

39. Extended Local Mean-Based Nonparametric Classifier for Cervical Cancer Screening
Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy, Isredza Rahmi A. Hamid

40. Adaptive Weight in Combining Color and Texture Feature in Content Based Image Retrieval
Ema Rachmawati, Mursil Shadruddin Afkar, Bedy Purnama

41. WordNet Gloss for Semantic Concept Relatedness
Moch Arif Bijaksana, Rakhmad Indra Permadi

42. Difference Expansion-Based Data Hiding Method by Changing Expansion Media
Tohari Ahmad, Diksy M. Firmansyah, Dwi S. Angreni

43. A New Customer Churn Prediction Approach Based on Soft Set Ensemble Pruning
Mohd Khalid Awang, Mokhairi Makhtar, Mohd Nordin Abd Rahman, Mustafa Mat Deris

44. An Association Rule Mining Approach in Predicting Flood Areas
Mokhairi Makhtar, Nur Ashikin Harun, Azwa Abd Aziz, Zahrahtul Amani Zakaria, Fadzli Syed Abdullah, Julaily Aida Jusoh

45. The Reconstructed Heterogeneity to Enhance Ensemble Neural Network for Large Data
Mumtazimah Mohamad, Mokhairi Makhtar, Mohd Nordin Abd Rahman

46. A New Mobile Malware Classification for SMS Exploitation
Nurzi Juana Mohd Zaizi, Madihah Mohd Saudi, Adiebah Khailani

47. Data Mining Techniques for Classification of Childhood Obesity Among Year 6 School Children
Fadzli Syed Abdullah, Nor Saidah Abd Manan, Aryati Ahmad, Sharifah Wajihah Wafa, Mohd Razif Shahril, Nurzaime Zulaily, Rahmah Mohd Amin, Amran Ahmed

48. Multiple Criteria Preference Relation by Dominance Relations in Soft Set Theory
Mohd Isa Awang, Ahmad Nazari Mohd Rose, Mohd Khalid Awang, Fadhilah Ahmad, Mustafa Mat Deris

49. Reduce Scanning Time Incremental Algorithm (RSTIA) of Association Rules
Iyad Aqra, Muhammad Azani Hasibuan, Tutut Herawan

50. A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic
Ahmed Khalaf Zager Al Saedi, Rozaida Ghazali, Mustafa Mat Deris

51. The Algorithm Expansion for Starting Point Determination Using Clustering Algorithm Method with Fuzzy C-Means
Edrian Hadinata, Rahmat W. Sembiring, Tien Fabrianti Kusumasari, Tutut Herawan

52. On Mining Association Rules of Real-Valued Items Using Fuzzy Soft Set
Dede Rohidin, Noor A. Samsudin, Tutut Herawan

53. Application of Wavelet De-noising Filters in Mammogram Images Classification Using Fuzzy Soft Set
Saima Anwar Lashari, Rosziati Ibrahim, Norhalina Senan, Iwan Tri Riyadi Yanto, Tutut Herawan

54. Design Selection of In-UVAT Using MATLAB Fuzzy Logic Toolbox
Haris Rachmat, Tatang Mulyana, Sulaiman bin H. Hasan, Mohd. Rasidi bin Ibrahim

55. A Web Based Peer-to-Peer RFID Architecture
Harinda Fernando, Hairulnizam Mahdin

56. Performance-Aware Trust-Based Access Control for Protecting Sensitive Attributes
Mohd Rafiz Salji, Nur Izura Udzir, Mohd Izuan Hafez Ninggal, Nor Fazlida Mohd. Sani, Hamidah Ibrahim

57. E-Code Checker Application
Shahreen Kasim, Ummi Aznazirah Azahar, Noor Azah Samsudin, Mohd Farhan Md Fudzee, Hairulnizam Mahdin, Azizul Azhar Ramli, Suriawati Suparjoh

58. Factors Influencing the Use of Social Media in Adult Learning Experience
Masitah Ahmad, Norhayati Hussin, Syafiq Zulkarnain, Hairulnizam Mahdin, Mohd Farhan Md. Fudzee

59. A Framework to Analyze Quality of Service (QoS) for Text-To-Speech (TTS) Services
Mohd Farhan Md Fudzee, Mohamud Hassan, Hairulnizam Mahdin, Shahreen Kasim, Jemal Abawajy

60. Indoor Navigation Using A* Algorithm
Shahreen Kasim, Loh Yin Xia, Norfaradilla Wahid, Mohd Farhan Md Fudzee, Hairulnizam Mahdin, Azizul Azhar Ramli, Suriawati Suparjoh, Mohamad Aizi Salamat

61. Mining Significant Association Rules from on Information and System Quality of Indonesian E-Government Dataset
Deden Witarsyah Jacob, Mohd Farhan Md Fudzee, Mohamad Aizi Salamat, Rohmat Saedudin, Zailani Abdullah, Tutut Herawan

62. A Feature Selection Algorithm for Anomaly Detection in Grid Environment Using k-fold Cross Validation Technique
Dahliyusmanto, Tutut Herawan, Syefrida Yulina, Abdul Hanan Abdullah

63. Soft Set Approach for Clustering Graduated Dataset
Rd Rohmat Saedudin, Shahreen Binti Kasim, Hairulnizam Mahdin, Muhammad Azani Hasibuan

64. An Application of Rough Set Theory for Clustering Performance Expectancy of Indonesian e-Government Dataset
Deden Witarsyah Jacob, Mohd Farhan Md. Fudzee, Mohamad Aizi Salamat, Rd Rohmat Saedudin, Iwan Tri Riyadi Yanto, Tutut Herawan

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics), Data Mining and Knowledge Discovery

Editor
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Page amount
21 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319512815
Printed ISBN
978-3-319-51279-2

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