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ORCIDSCDM 2016: Bandung, Indonesia
- Tutut Herawan, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris:
Recent Advances on Soft Computing and Data Mining - The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016, Proceedings. Advances in Intelligent Systems and Computing 549, Springer 2017, ISBN 978-3-319-51279-2
Soft Computing
- Rabiei Mamat
, Ahmad Shukri Mohd Noor, Tutut Herawan, Mustafa Mat Deris:
Cluster Validation Analysis on Attribute Relative of Soft-Set Theory. 3-10 - Nazri Mohd Nawi, M. Z. Rehman, Norhamreeza Abdul Hamid, Abdullah Khan, Rashid Naseem, Jamal Uddin:
Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm. 11-20 - Mohd. Najib Mohd. Salleh, Kashif Hussain, Rashid Naseem, Jamal Uddin:
Optimization of ANFIS Using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs. 21-30 - Riswan Efendi, Mustafa Mat Deris:
Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series. 31-40 - Nurnadiah Zamri, Fadhilah Ahmad, Ahmad Nazari Mohd Rose, Mokhairi Makhtar:
A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site. 41-50 - Bambang Tutuko, Siti Nurmaini, Rendyansyah, P. P. Aditya, Saparudin:
Formation Control Optimization for Odor Localization. 51-61 - Mohd Asrul Hery Ibrahim, Zailani Abdullah, Mohd Ashlyzan Razik, Tutut Herawan:
A New Search Direction for Broyden's Family Method in Solving Unconstrained Optimization Problems. 62-70 - Yana Mazwin Mohmad Hassim, Rozaida Ghazali, Noorhaniza Wahid:
Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task. 71-80 - Sarah Abdulkarem Alshalif, Noraini Ibrahim, Tutut Herawan:
Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model. 81-90 - Nurul Ashikin Samat, Mohd. Najib Mohd. Salleh:
A Study of Data Imputation Using Fuzzy C-Means with Particle Swarm Optimization. 91-100 - Ayodele Lasisi, Rozaida Ghazali, Haruna Chiroma:
Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption. 101-110 - Pei-Chun Lin, Nureize Arbaiy, Isredza Rahmi Abd. Hamid:
One-Way ANOVA Model with Fuzzy Data for Consumer Demand. 111-121 - Abdullah Khan, Nazri Mohd Nawi, Rahmat Shah, Nasreen Akhter, Atta Ullah, M. Z. Rehman, Norhamreeza Abdul Hamid, Haruna Chiroma:
Chicken S-BP: An Efficient Chicken Swarm Based Back-Propagation Algorithm. 122-129 - Ashikin Ali, Norhalina Senan:
A Review on Violence Video Classification Using Convolutional Neural Networks. 130-140 - Untari Novia Wisesty, Jondri Nasri, Adiwijaya:
Modified Backpropagation Algorithm for Polycystic Ovary Syndrome Detection Based on Ultrasound Images. 141-151 - Arizal Akbar Rahma Saputro, Fhira Nhita, Adiwijaya:
An Implementation of Local Regression Smoothing on Evolving Fuzzy Algorithm for Planting Calendar Forecasting Based on Rainfall. 152-161 - Umer Iqbal, Rozaida Ghazali:
Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks. 162-170 - Danang Triantoro Murdiansyah, Adiwijaya:
Computing the Metric Dimension of Hypercube Graphs by Particle Swarm Optimization Algorithms. 171-178 - Mohd Zaki Mohd Salikon, Nureize Arbaiy:
Non-linear Based Fuzzy Random Regression for Independent Variable Selection. 179-188 - Waddah Waheeb, Rozaida Ghazali, Tutut Herawan:
Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback. 189-200 - Norlida Hassan, Rozaida Ghazali, Kashif Hussain:
Training ANFIS Using Catfish-Particle Swarm Optimization for Classification. 201-210
Data Mining
- Zailani Abdullah, Md. Yazid Mohd. Saman, Basyirah Karim, Tutut Herawan, Mustafa Mat Deris, Abdul Razak Hamdan:
FCA-ARMM: A Model for Mining Association Rules from Formal Concept Analysis. 213-223 - Zailani Abdullah, Amir Ngah, Tutut Herawan, Noraziah Ahmad, Siti Zaharah Mohamad, Abdul Razak Hamdan:
ELP-M2: An Efficient Model for Mining Least Patterns from Data Repository. 224-232 - Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan:
Integration of Self-adaptation Approach on Requirements Modeling. 233-243 - Noor Fardzilawati Md Nasir, Noraini Ibrahim, Tutut Herawan:
Detection of Redundancy in CFG-Based Test Cases Using Entropy. 244-252 - Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan:
Variety of Approaches in Self-adaptation Requirements: A Case Study. 253-262 - Isredza Rahmi A. Hamid, Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy:
Dynamic Trackback Strategy for Email-Born Phishing Using Maximum Dependency Algorithm (MDA). 263-273 - Marisa Esteves, Henrique Vicente, José Machado, Victor Alves, José Neves:
A Case Based Methodology for Problem Solving Aiming at Knee Osteoarthritis Detection. 274-284 - Riza Agustiansyah, Rohmat Saedudin, Mahfudz Al Huda:
Preliminary Study for the Implementation of Electrical Capacitance Volume Tomography (ECVT) to Display Fruit Content. 285-293 - Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana:
Dependency Scheme for Revise and Reasoning Solution. 294-303 - Rashid Naseem, Mustafa Mat Deris:
A New Binary Similarity Measure Based on Integration of the Strengths of Existing Measures: Application to Software Clustering. 304-315 - Paul Inuwa Dalatu, Anwar Fitrianto, Aida Mustapha:
A Comparative Study of Linear and Nonlinear Regression Models for Outlier Detection. 316-326 - Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Dedy Hartama, Tutut Herawan:
Clustering Based on Classification Quality (CCQ). 327-335 - Nursyiva Irsalinda, Iwan Tri Riyadi Yanto, Haruna Chiroma, Tutut Herawan:
A Framework of Clustering Based on Chicken Swarm Optimization. 336-343 - Adhi Prahara, Iwan Tri Riyadi Yanto, Tutut Herawan:
Histogram Thresholding for Automatic Color Segmentation Based on k-means Clustering. 344-354 - Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris:
Does Number of Clusters Effect the Purity and Entropy of Clustering? 355-365 - Anhar Risnumawan, Indra Adji Sulistijono, Jemal H. Abawajy, Younes Saadi:
Text Detection in Low Resolution Scene Images Using Convolutional Neural Network. 366-375 - Erna Dwiyanti, Adiwijaya, Arie Ardiyanti:
Handling Imbalanced Data in Churn Prediction Using RUSBoost and Feature Selection (Case Study: PT.Telekomunikasi Indonesia Regional 7). 376-385 - Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy, Isredza Rahmi A. Hamid:
Extended Local Mean-Based Nonparametric Classifier for Cervical Cancer Screening. 386-395 - Ema Rachmawati, Mursil Shadruddin Afkar, Bedy Purnama:
Adaptive Weight in Combining Color and Texture Feature in Content Based Image Retrieval. 396-405 - Moch Arif Bijaksana, Rakhmad Indra Permadi:
WordNet Gloss for Semantic Concept Relatedness. 406-413 - Tohari Ahmad, Diksy M. Firmansyah, Dwi S. Angreni:
Difference Expansion-Based Data Hiding Method by Changing Expansion Media. 414-423
Ensemble Methods and their Applications
- Mohd Khalid Awang, Mokhairi Makhtar, Mohd Nordin Abdul Rahman, Mustafa Mat Deris:
A New Customer Churn Prediction Approach Based on Soft Set Ensemble Pruning. 427-436 - Mokhairi Makhtar, Nur Ashikin Harun, Azwa Bin Abdul Aziz, Zahrahtul Amani Zakaria, Fadzli Syed Abdullah, Julaily Aida Jusoh:
An Association Rule Mining Approach in Predicting Flood Areas. 437-446 - Mumtazimah Mohamad, Mokhairi Makhtar, Mohd Nordin Abdul Rahman:
The Reconstructed Heterogeneity to Enhance Ensemble Neural Network for Large Data. 447-455 - Nurzi Juana Mohd Zaizi, Madihah Mohd Saudi, Adiebah Khailani:
A New Mobile Malware Classification for SMS Exploitation. 456-464 - Fadzli Syed Abdullah, Nor Saidah Abd Manan, Aryati Ahmad, Sharifah Wajihah Wafa, Mohd Razif Shahril, Nurzaime Zulaily, Rahmah Mohd Amin, Amran Ahmed:
Data Mining Techniques for Classification of Childhood Obesity Among Year 6 School Children. 465-474 - Mohd Isa Awang, Ahmad Nazari Mohd Rose, Mohd Khalid Awang, Fadhilah Ahmad, Mustafa Mat Deris:
Multiple Criteria Preference Relation by Dominance Relations in Soft Set Theory. 475-484 - Iyad Aqra, Muhammad Azani Hasibuan, Tutut Herawan:
Reduce Scanning Time Incremental Algorithm (RSTIA) of Association Rules. 485-495 - Ahmed Khalaf Zager Al Saedi, Rozaida Ghazali, Mustafa Mat Deris:
A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic. 496-505 - Edrian Hadinata, Rahmat Widia Sembiring, Tien Fabrianti Kusumasari, Tutut Herawan:
The Algorithm Expansion for Starting Point Determination Using Clustering Algorithm Method with Fuzzy C-Means. 506-516 - Dede Rohidin, Noor Azah Samsudin, Tutut Herawan:
On Mining Association Rules of Real-Valued Items Using Fuzzy Soft Set. 517-528 - Saima Anwar Lashari, Rosziati Ibrahim, Norhalina Senan, Iwan Tri Riyadi Yanto, Tutut Herawan:
Application of Wavelet De-noising Filters in Mammogram Images Classification Using Fuzzy Soft Set. 529-537 - Haris Rachmat, Tatang Mulyana, Sulaiman bin H. Hasan, Mohd. Rasidi bin Ibrahim:
Design Selection of In-UVAT Using MATLAB Fuzzy Logic Toolbox. 538-545
Web Mining, Services and Security
- Harinda Fernando, Hairulnizam Mahdin:
A Web Based Peer-to-Peer RFID Architecture. 549-559 - Mohd Rafiz Salji, Nur Izura Udzir, Mohd Izuan Hafez Ninggal, Nor Fazlida Mohd Sani, Hamidah Ibrahim:
Performance-Aware Trust-Based Access Control for Protecting Sensitive Attributes. 560-569 - Shahreen Kasim, Ummi Aznazirah Azahar, Noor Azah Samsudin, Mohd Farhan Md Fudzee, Hairulnizam Mahdin, Azizul Azhar Ramli, Suriawati Suparjoh:
E-Code Checker Application. 570-578 - Masitah Ahmad, Norhayati Hussin, Syafiq Zulkarnain, Hairulnizam Mahdin, Mohd Farhan Md Fudzee:
Factors Influencing the Use of Social Media in Adult Learning Experience. 579-588 - Mohd Farhan Md Fudzee, Mohamud Hassan, Hairulnizam Mahdin, Shahreen Kasim, Jemal H. Abawajy:
A Framework to Analyze Quality of Service (QoS) for Text-To-Speech (TTS) Services. 589-597 - Shahreen Kasim, Loh Yin Xia, Norfaradilla Wahid, Mohd Farhan Md Fudzee, Hairulnizam Mahdin, Azizul Azhar Ramli, Suriawati Suparjoh, Mohamad Aizi Salamat:
Indoor Navigation Using A* Algorithm. 598-607 - Deden Witarsyah Jacob, Mohd Farhan Md Fudzee, Mohamad Aizi Salamat, Rohmat Saedudin, Zailani Abdullah, Tutut Herawan:
Mining Significant Association Rules from on Information and System Quality of Indonesian E-Government Dataset. 608-618 - Dahliyusmanto, Tutut Herawan, Syefrida Yulina, Abdul Hanan Abdullah:
A Feature Selection Algorithm for Anomaly Detection in Grid Environment Using k-fold Cross Validation Technique. 619-630 - Rd Rohmat Saedudin, Shahreen Binti Kasim, Hairulnizam Mahdin, Muhammad Azani Hasibuan:
Soft Set Approach for Clustering Graduated Dataset. 631-637 - Deden Witarsyah Jacob, Mohd Farhan Md Fudzee, Mohamad Aizi Salamat, Rd Rohmat Saedudin, Iwan Tri Riyadi Yanto, Tutut Herawan:
An Application of Rough Set Theory for Clustering Performance Expectancy of Indonesian e-Government Dataset. 638-646
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