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Volume 9, Issues 2, 2017

 

[1] Wai Pai Lee, Shafaatunnur Hasan, Siti Mariyam Shamsuddin and Noel Lopes. GPUMLib: Deep Learning SOM Library for Surface Reconstruction. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 1-16.

[2] Mohammed Zuhair Al-Taie and Aida Ali. Combination of Genetic Algorithm with Dynamic Programming for Solving TSP. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 17-30.

[3] Hemmak Allaoua. Combination of Genetic Algorithm with Dynamic Programming for Solving TSP. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 31-44.

[4] Loc Hoang Tran and Linh Hoang Tran Applications of (SPARSE)-PCA and LAPLACIAN EIGENMAPS to Biological Network Inference Problem using Gene Expression Data. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 45-61.

[5] I Gede Surya Adi Prayoga, Suhartono, and Santi Puteri Rahayu. Top-down Forecasting for High Dimensional Currency Circulation Data of Bank Indonesia. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 62-74.

[6] Najah Nasir , Ruhaidah Samsudin and Ani Shabri. Forecasting of Monthly Marine Fish Landings using Artificial Neural Network . International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 75-89.

[7] Nurliyana Abd Manap, Zalmiyah Zakaria and Rohayanti Hassan. Investigation of Poverty Indicators for Designing Case Representation to Determine Urban Poverty. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 90-106.

[8] Nurizal Dwi Priandani and Herman Tolle. Evaluation of Malang City Public Transportation Route Search Mobile Application Implementation. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 107-117.

[9]Tuti Purwaningsih and Arum Primandari. A Spatial Analysis Approach for Johor’s Demographic Profile : Soft Warning of the Decline Birth Number Associated with Gender Gap in Johor . International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 118-127.

[10] Ariffin Abdullah, Rohayanti Hassan and Zuraini Ali Shah. A Systematic Literature Review of Combinatorial Testing. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 128-139.

[11] Abderrahmane Sadiq , Abdelaziz El Fazziki , Jamal Ouarzazi and Mohamed Sadgal. Air Quality Analysis Based On MapReduce and K-Means: A Decision Making System. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 140-153.

[12] Nur Syahela Hussien and Sarina Sulaiman . Web Pre-fetching Schemes using Machine Learning for Mobile Cloud Computing. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 154-187.

[13] S.Santhanalakshmi, Sangeeta K, and G K Patra . Design of Secure Cryptographic Hash Function Using Soft Computing Techniques. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 188-203.

[14] Andri Pranolo, Siti Muslimah Widyastuti and Azhari. Expert System Model for Identification Pests and Diseases of Forest Tree Plantations. International Journal of Advances in Soft Computing and its Application, 9, 2(2017), 204-216.

 

Volume 9, Issues 1, 2017

 

[1] Loc Tran and Linh Tran. The Un-normalized Graph p-Laplacian based Semi-supervised Learning Method and Speech Recognition Problem. International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 1-13.

[2] Nurhaziyatul A. Yahya, Ruhaidah Samsudin, and Ani Shabri. Tourism Forecasting using Hybrid Modified Empirical Mode Decomposition and Neural Network. International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 14-31.

[3] Hordri N. F., Samar, A. , Yuhaniz S. S., and Shamsuddin S. M. A Systematic Literature Review on Features of Deep Learning in Big Data Analytics. International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 32-49.

[4] Gayatri Dwi Santika, Wayan Firdaus Mahmudy, Agus Naba. Electrical Load Forecasting using Adaptive Neuro-Fuzzy Inference System . International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 50-69.

[5] Nurizal Dwi Priandani, Herman Tolle, and Fitri Utaminingrum. Real Time Advanced Head Movement Recognition For Application Controller Based On Android Internal Gyroscope Sensor. International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 70-87.

[6] Arum Handini Primandari, Tuti Purwaningsih, and Randi Putra Oetama. Grey Exponential Smoothing for Forecasting Indonesian Income Tax. International Journal of Advances in Soft Computing and its Application, 9, 1(2016), 88-98.

[7] Nurulhuda Firdaus Mohd Azmi, Suriani Md. Sam, Saiful Adli, and Nilam Nur Amir Sjarif. Adaptive User Profiling: Experimenting on Multiple Interests and Changing Interests. International Journal of Advances in Soft Computing and its Application, 9, 1(2017), 99-110.

 

Volume 8, Issues 3, 2016

 

[1] Duong Van Hieu and Phayung Meesad. Cell-DROS: A Fast Outlier Detection Method for Big Datasets. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 1-17.

[2] Zanariah Zainudin, and Siti Mariyam Shamsuddin. Predictive Analytics in Malaysian Dengue Data from 2010 until 2015 using BigML. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 18-30.

[3] Nur Izzati Abdul Rashid, Ruhaidah Samsudin and Ani Shabri. Exchange Rate Forecasting Using Modified Empirical Mode Decomposition and Least Squares Support Vector Machine. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 31-47.

[4] Nurizal Dwi Priandani, Herman Tolle and Dika Rizky Yunianto. Design and Implementation of Mobile-Based Application for Malang City Public Transportation Route Search. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 48-58.

[5] Hai Shuan Lam, Yi Fei Tan, Wooi King Soo, Xiaoning Guo and Zhe Mein Lee. Network Equipment Failure Predictions with Big Data Analytics. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 59-69.

[6] Nadia Roosmalita Sari and Wayan Firdaus Mahmudy. Backpropagation on Neural Network Method For Inflation Rate Forecasting in Indonesia . International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 70-87.

[7] Oi-Mean Foong and Suet-Peng Yong. Swarm LSA-PSO Clustering Model in Text Summarization. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 88-99.

[8] Ayundyah Kesumawati and Dewi Setianingsih. Segmentation Group by Kohonen Self Organizing Maps (SOM) and K -Means Algorithms (Case Study : Malnutrition Cases in Central Java of Indonesia). International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 100-115.

[9]Norjihan Abdul Ghani, Suraya Hamid and Nur Izura Udzir. dBig Data and Data Protection: Issues with Purpose Limitation Principle . International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 116-121.

[10] Upasana Sharma, Bhawna Minocha and L. M. Patnaik. Distance-related Properties of Corona of Certain Graphs. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 122-136.

[11] Mohammad H. Nadimi-Shahraki, Mehrafarin Adami-Dehkordi. K-indicators Method for Community Detection in Social Networks. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 137-159.

[12] Zuriahati Mohd Yunos, Aida Ali, Siti Mariyam Shamsuddin, Noriszura Ismail and Roselina Sallehuddin. Predictive Modelling for Motor Insurance Claims Using Artificial Neural Networks. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 160-172.

[13] Cecilia Adrian, Rusli Abdullah, Rodziah Atan and Yusmadi Yah Jusoh. Towards Developing Strategic Assessment Model for Big Data Implementation: A Systematic Literature Review. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 173-192.

[14] C. N. Sahoo_, Veena Goswami. Performance Evaluation of Cloud Centers with High Degree of Virtualization to provide MapReduce as Service. International Journal of Advances in Soft Computing and its Application, 8, 3(2016), 193-203.

 

Volume 8, Issues 2, 2016

 

[1] Zahra Beheshti, Siti Mariyam Shamsuddin, Shafaatunnur Hasan and Nur Eiliyah Wong. Improved Centripetal Accelerated Particle Swarm Optimization. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 1-27.

[2] S. Arumugam, J. Saral and Ashwin Ganesan. Decomposition of Bipartite Graphs Arising in Cellular Manufacturing Systems. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 28-34.

[3] S. Arumugam, S. Sriram, D. Ranganayakulu, Ibrahim Venkat, K.G. Subramanian. Tournaments and Their Eccentric Digraphs. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 35-40.

[4] N. Vijaya, Bharati Rajan and Ibrahim Venkat. Crossing number of join of a graph on six Vertices with path and cycle. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 41-51.

[5] Wai Mun Choo, Li-Pei Wong and Ahamad Tajudin Khader. A Modified Bee Colony Optimization with Local Search for Job Shop Scheduling Problems Relevant to Bottleneck Machines. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 52-78.

[6] S.V. Divya Rashmi, S. Arumugam, Ibrahim Venkat. Secure Domination in Graphs. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 79-83.

[7] R. Kanniga Devi, K. Vimala Devi, and S. Arumugam. Dynamic Batch Mode Cost-efficient Independent Task Scheduling Scheme in Cloud Computing. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 84-95.

[8] D. Azubha Jemilet and Indra Rajasingh. Wiener Dimension of Certain Trees. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 96-106.

[9] D. Ahima Emilet and Indra Rajasingh. d-Edge Sum Labeling of Graphs. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 107-116.

[10] S. Sriram, Atulya K. Nagar and K.G. Subramanian. Distance-related Properties of Corona of Certain Graphs. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 117-125.

[11] Chatchada kaewpruksapimon, Roselina Sallehuddin, and Radziah Mohamad. A New Framework for Matching Semantic Web Service Descriptions based On OWL-S Services. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 126-138.

[12] Nur Syahela Hussien and Sarina Sulaiman. Mobile Cloud Computing Architecture on Data Management for Big Data Storage. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 139-160.

[13] Amira Husna Azhar, Mohd Saberi Mohamad, Safaai Deris, Suhaimi Napis, and Richard Sinnott. A Hybrid of Ant Colony Optimization and Flux Variability Analysis to Improve the Production of L-Phenylalanine and Biohydrogen. International Journal of Advances in Soft Computing and its Application, 8, 2(2016), 161-180.

 

Volume 8, Issues 1, 2016

 

[1] Muhammad Asmui Abdul Rahim, Siti Meriam Zahari, and S.Sarifah Radiah Shariff.  Impact of Univariate Error Distribution Assumption toward Multivariate GARCH Parameter Estimation Performance. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 1-11.

[2] Rafaqut Kazmi, Imran Ghani, Radziah Mohamad, Murad Tariq, Imran Sarwar Bajwa, and Seung Ryul Jeong.  Trade-off Between Automated and Manual Testing: A Production Possibility Curve Cost Model. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 12-27.

[3] Hiba Zuhair, Ali Selamat, and Mazleena Salleh.  New Hybrid Features for Phish Website Prediction. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 28-43.

[4] Khelifi Lamia, Bensalem Rafik, and Semmar Djaffar.  Thermal and Airflow Characteristics of Transitional Spaces in a Traditional Urban Fabric Case study of a covered walkway in Timimoun (South West of Algeria). International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 44-56.

[5] Azwinawati Alwi, Mazlina Mehat, and Noreen Izza Arshad.  E-Semai Teaching Portal (ESTP) – Preliminary Study in Assessing the Teaching of Bahasa Semai. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 57-69.

[6] Waheed Ali H. M. Ghanem, and Aman Jantan.  Novel Multi-Objective Artificial Bee Colony Optimization for Wrapper Based Feature Selection in Intrusion Detection. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 70-81.

[7] Ismail B. Mustapha, Shafaatunnur Hasan, Siti Mariyam Shamsuddin, Noel Lopes, Wong Yee Leng.  GPU-Based Multiple Back Propagation for Big Data Problems. International Journal of Advances in Soft Computing and its Application, 8, 1(2016), 82-93.

 

Volume 7, Issues 3,2015

 

[1] Yahyia Benyahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, and Sharifah Mastura Syed Abdullah.  A Time-weighted Average-based PAA Representation for Time Series Symbolization. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 1-15.

[2] Abd Rasid Mamat, Norkhairani Abd Rawi, Mohd Isa Awang, Mohd Fadzil Abdul Kadir, and Mohd Nordin Abd Rahman.  Hybrid Method to Obtain Interest Region and Non Interest Region for Color Based Image Retrieval. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 16-30.

[3] Fatemeh Boobord, Zalinda Othman, and Azuraliza Abubakar.  PCAWK : A Hybridized Clustering Algorithm Based on PCA and WK-means for Large Size of Dataset. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 31-41.

[4] Suriati Sadimon, and Habibollah Haron.  Neural Network Model for Prediction of Facial Caricature Landmark Configuration using Modified Procrustes Superimposition Method. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 42-66.

[5] Mumtazimah Mohamad, and Md Yazid Mohd Saman.  Comparison of Diverse Ensemble Neural Network for Large Data Classification. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 67-84.

[6] Siaw-Hong Liew, Yun-Huoy Choo, Yin Fen Low, and Zeratul Izzah Mohd Yusoh.  Identifying Visual Evoked Potential (VEP) Electrodes Setting for Person Authentication. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 85-99.

[7] Suhailan Safei, Abdul Samad Shibghatullah, MA Burhanuddin, and Mohd Kamir Yusof.  Targeted Ranking-Based Clustering Using AHP K-Means. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 100-113.

[8] Wachana Khowfa, Onsiri Silasai, and Chatchada Kaewpruksapimon.  QoS Based Service Selection in Cloud Environment: A Review. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 114-125.

[9] Shiladitya Bhattacharjee, Lukman Bin Ab. Rahim, and Izzatdin Bin A Aziz.  A Lossless Compression Technique to Increase Robustness in Big Data Transmission System. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 126-145.

[10] Amira Abdalla, Sarina Sulaiman, Waleed Ali.  Intelligent Web Objects Prediction Approach in Web Proxy Cache Using Supervised Machine Learning and Feature Selection. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 146-164.

[11] Ahmad Yahya Dawod, Md Jan Nordin, and Junaidi Abdullah.  Fingertips Tracking based on Gradient Vector. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 165-175.

[12] Aida Ali, Siti Mariyam Shamsuddin and Anca L. Ralescu.  Classification with class imbalance problem: A Review. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 176-204.

 

Volume 7, Issues 3-Special Issue,2015

 

[1] Maryam Mousavi, Azuraliza Abu Bakar, and Mohammadmahdi Vakilian.  Data Stream Clustering Algorithms: A Review. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 1-15.

[2] Noraini Abdullah, Saiful Adli Ismail, Siti Sophiayati,and Suriani Mohd Sam.  Data Quality in Big Data: A Review. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 16-27.

[3] Nor Amalina Abdul Rahim and Sarina Sulaiman.  Social Network Analysis for Political Blogosphere dataset. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 28-44.

[4] Majid Bakhtiari, Anazida Zainal, Saeid Bakhtiari ,and Hazinah Kutty Mammi.  Lightweight Symmetric Encryption Algorithm In Big Data. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 45-55.

[5] Shakirah Mohd Taib, Azuraliza Abu Bakar, Abdul Razak Hamdan, and Sharifah Mastura Syed Abdullah.  Classifying Weather Time Series Using Feature-based Approach. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 56-71.

[6] Adilah Sabtu, Nurulhuda Firdaus Mohd Azmi, and Siti Sophiayati Yuhaniz.  Enhancing Security and Privacy Protection for MapReduce Processing: The Initial Simulation Work Flow. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 72-84.

[7] Mohammed Zuhair Al-Taie, Siti Mariyam Shamsuddin, and Joel Pinho Lucas.  Predicting the Relevance of Search Results for E-Commerce Systems. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 85-93.

[8] Nor Bahiah Ahmad, Mohd Khairulanwar Ishak, Umi Farhana Alias, and Nadirah Mohamad.  An Approach for E-Learning Data Analytics using SOM Clustering. International Journal of Advances in Soft Computing and its Application, 7, 3(2015), 94-112.

 

Volume 7, Issues 2,2015

 

[1] Mojtaba Raeisi Nejad Dobuneh, Dayang N. A. Jawawi, Mojtaba Vahidi Asl, and Mohammad V. Malakooti.  Clustering Test Cases in Web Application Regression Testing using Self-Organizing Maps. International Journal of Advances in Soft Computing and its Application, 7, 2(2015), 1-14.

[2] Babak Darvish Rouhani, Mohd Naz’ri Mahrin, Fatemeh Nikpay, and Pourya Nikfard.  Using Agent Oriented Technology on Developing an Effective Enterprise Architecture Implementation Methodology. International Journal of Advances in Soft Computing and its Application, 7, 2(2015), 15-26.

[3] Khaled Mohammed bin Abd, and Siti Zaiton Mohd Hashim  Effectiveness of Feature Weight Using BPSO in Text-Dependent Writer Identification. International Journal of Advances in Soft Computing and its Application, 7, 2(2015), 27-37.

[4] Ani Shabri and Ruhaidah Samsudin.  Empirical Mode Decomposition–Least Squares Support Vector Machine Based for Water Demand Forecasting. International Journal of Advances in Soft Computing and its Application, 7, 2(2015), 38-53.

[5] Noor Hidayah Zakaria, Rohayanti Hassan, Razib M. Othman, and Hishammuddin Asmuni.  Maturity-Based Analysis of Lightweight Ontology From the Aspect of Extensibility, Reusability and Evolutionary. International Journal of Advances in Soft Computing and its Application, 7, 2(2015), 54-74.

 

Volume 7, Issues 1,2015

 

[1] Evizal Abdul Kadir, Siti Mariyam Shamsuddin, Tharek Abdul Rahman, and Abdul Samad Ismail.  Big Data Network Architecture and Monitoring Use Wireless 5G Technology. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 1-14.

[2] Ummi Raba’ah Hashim, Siti Zaiton Hashim, and Azah Kamilah Muda.  Image Collection for Non-Segmenting Approach of Timber Surface Defect Detection. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 15-34.

[3] Rafaa Ismael Yahya, Shafaatunnur Hasan, Loay Edwar George, and Bisan Alsalibi.  Membrane Computing for 2D Image Segmentation. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 35-50.

[4] Maryam Nourafkan, Hamid Rastegari, and Mohammad Naderi Dehkordi.  An Algorithm for Hiding Sensitive Frequent Itemsets. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 51-63.

[5] Kuok King Kuok, Chiu Po Chan, and Sobri Harun.  Evaluation of Multiobjective Particle Swarm Optimization for Optimizing Tank Model's Parameters. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 64-77.

[6] Mohamed Hassan Ahmed, Shafaatunnur Hasan, and Aida Ali.  Learning Enhancement of Radial Basis Function Neural Network with Harmony Search Algorithm. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 78-103.

 

Volume 7, Issues 1-Special Issue,2015

 

[1] Mikyoung Lee, Hanmin Jung and Minhee Cho.  On a Hadoop-based Analytics Service System. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 1-8.

[2] Jong Sung Hwang, Sangwon Lee, Yeonwoo Lee and Sungbum Park.  A Selection Method of Database System in Bigdata Environment. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 9-21.

[3] Sung-Sam Hong, Wanhee Lee and Myung-Mook Han.  The Feature Selection Method based on Genetic Algorithm for Efficient of Text Clustering and Text Classification. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 22-40.

[4] Frank Elijorde and Jaewan Lee.  Attaining Reliability and Energy Efficiency in Cloud Data Centers Through Workload Profiling and SLA-Aware VM Assignment. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 41-58.

[5] Do-Heon Jeong, Jangwon Gim and Hanmin Jung.  Incremental Discriminating Method for Acronyms in Heterogeneous Resources. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 59-67.

[6] Yongje Woo, Mingoo Kang and Jeongwook Seo.  Development of a DVB-x2 Broadcast Gateway with Common Modulator Interface. International Journal of Advances in Soft Computing and its Application, 7, 1(2015), 68-78.

 

Volume 6, Issues 3,2014

[1] P. Muthukumar and G and Sai Sundara Krishnan.  A Mean Potentiality approach of an Intuitionistic Fuzzy Soft Set Based Decision Making Problem in Medical Science. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 1-25.

[2] Ashraf Osman Ibrahim, Shafaatunnur Hasan and Sultan Noman.  Memetic Elitist Pareto Evolutionary Algorithm of Three-Term Backpropagation Network for Classification Problems. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 26-42.

[3] Selma Elnasir and Siti Mariyam Shamsuddin.  Palm Vein Recognition based on 2D-Discrete Wavelet Transform and Linear Discrimination Analysis. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 43-59.

[4] Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar and Abdul Razak Hamdan.  Integration Of The Dendritic Cell Algorithm With K-Means Clustering. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 60-77.

[5] Mahmood Ali Moqbel Obaid, Abdul Rashid Husain and Yahya Ahmed Alamri.  Intelligent optimal Controller of Active Suspension System Based on Particle Swarm Optimization. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 78-93.

[6] Mahnoush Babaeizadeh, Majid Bakhtiari, and Mohd Aizaini Maarof.  Authentication Method through Keystrokes Measurement of Mobile users in Cloud Environment. International Journal of Advances in Soft Computing and its Application, 6, 3(2014), 94-112.

 

Volume 6, Issues 3-Special Issue,2014

Table of Content

 

 Volume 6, Issues 2,2014

[1] Shafaatunnur Hasan, Siti Mariyam Shamsuddin and Noel Lopes.  Machine Learning Big Data Framework and Analytics for Big Data Problems. International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-14.

[2] B. Umarani, V. Krishnamurthi and S.M. GiriRajkumar.  An Enhanced Approach for Iris Recognition Using Fusion of FWT with Gabor Wavelet Transform and Daugman Encoding. International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-18.

[3] Aini Najwa Azmi and Dewi Nasien.  Feature Vector of Binary Image using Freeman Chain Code (FCC) Representation based on Structural Classifier. International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-19.

[4] Anita Sahoo and Satish Chandra.  Meta-heuristic Approaches for Active Contour Model based Medical Image Segmentation . International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-22.

[5] Sridhar Ramasamy, Jeevananthan .S, S.S.Dash and Thamizh Selvan.  An Intelligent Differential Evolution based Maximum Power Point Tracking (MPPT) Technique for Partially Shaded Photo Voltaic (PV) Array. International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-16.

[6] Mohammed Z. Al-Taie, Siti Mariyam Shamsuddin, Nor Bahiah Ahmad.  Flight MH370 Community Structure. International Journal of Advances in Soft Computing and its Application, 6, 2(2014), 1-20.

 

Volume 6, Issues 1,2014

[1] Falah Y.H.A., Bariah Y., and Haza N.A.H.  Computing with Spiking Neuron Networks A Review. International Journal of Advances in Soft Computing and its Application, 6, 1(2014), 1-21.

[2] Waleed A., Sarina S., and Norbahiah A.  Performance Improvement of Least-Recently-Used Policy in Web Proxy Cache Replacement Using Supervised Machine Learning. International Journal of Advances in Soft Computing and its Application, 6, 1(2014), 1-38.

[3] Abdulrazak Y.S., Haza N. A. H. and Mohd Najib M. S.  A Novel hybrid algorithm of Differential evolution with Evolving Spiking Neural Network for pre-synaptic neurons Optimization. International Journal of Advances in Soft Computing and its Application, 6, 1(2014), 1-16.

[4] S.Suja P. and S.Edward R.  An Efficient method for the removal of ECG artifact from measured EEG Signal using PSO algorithm. International Journal of Advances in Soft Computing and its Application, 6, 1(2014), 1-19.

 

Volume 6, Issues 1-Special Issue,2014

Table of Content

 

Volume 5, Issues 3,2013

[1] Norlina, M. S., Mazidah P., and Mohamad Rusop M.  A Review of Gravitational Search Algorithm. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-39.

[2] Manoj, K., Pijush S., and Ajay, K.N.  Determination of Uniaxial Compressive Strength and Modulus of Elasticity of Travertine using Machine Learning Techniques. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-13.

[3] Younes L., Mustapha E., El Houssine E. M. and Noureddine E.  Global Stabilization of a Fish Population System Using Criteria Sample of Stability. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-11.

[4] Gomathy,B., Ramesh, S. M. and Shanmugam,A. A Proficient System for Automatic Detection of Risk Level in Disease Detection using Association Rule Based DRF Algorithm. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-17.

[5] Dhanalakshmi,R. and Vinodha,R. Design of Control Schemes to Adapt PI Controller for Conical Tank Process. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-20.

[6]Goh, K.M., Abu-Bakar,S.A.R., Mokji,M.M. and Sheikh,U.U. Implementation and Application of Orientation Correction on SIFT and SURF Matching. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-16

[7] Hameed, V. A. and Shamsuddin, S. M.  Generalized Rotational Moment Invariants For Robust Object Recognition. International Journal of Advances in Soft Computing and its Application, 5, 3(2013), 1-23.

 

Volume 5, Issues 3-Special Issue,2013

Table of Content

 

Volume 5, Issues 2,2013

[1] Allaoua,H. and Brahim, B.  Sieve Algorithm - A New Method for Optimization Problems. International Journal of Advances in Soft Computing and its Application, 5, 2(2013), 1-15.

[2] Citra Ramadhena, Ibrahim, A.O. and Sulaiman, S.  Weights Adjustment of Two-Term Back-Propagation Network Using Adaptive and Fixed Learning Methods. International Journal of Advances in Soft Computing and its Application, 5, 2(2013), 1-15.

[3] Chattopadhyay,K.C., Hazra,H. and Samanta, S.K.  Extensions of RT0 Topological Spaces of Fuzzy Sets. International Journal of Advances in Soft Computing and its Application, 5, 2(2013), 1-15.

[4] Ashraf, Y. A. Maghari, Venkat,I., Liao, I.Y and Belaton,B.  PCA-based Reconstruction of 3D Face shapes using Tikhonov Regularization.  International Journal of Advances in Soft Computing and its Application, 5, 2(2013), 1-15.

[5] Agalya, A., Nagaraj, B.  Certain Investigation on Concentration Control of CSTR - A Comparative Approach.  International Journal of Advances in Soft Computing and its Application, 5, 2(2013), 1-14.

 

Volume 5, Issues 1,2013

[1] Samui, P. and Saini, I.  Utilization of Multivariate Adaptive Regression Splines (MARS) for Prediction of Pull Out Capacity of Small Ground Anchor. International Journal of Advances in Soft Computing and its Application, 5, 1(2013), 1-9.

[2] Bahesti, Z. and Shamsuddin, S.M.  A Review of Population Based Meta-Heuristic Algorithm. International Journal of Advances in Soft Computing and its Application, 5, 1(2013), 1-35.

[3] N. F. Hordri, S. S. Yuhaniz and Dewi Nasien  A Comparison Study of Biogeography based Optimization for Optimization Problems, 5, 1(2013), 1-16.

 

Volume 4, Issues 2, 2012

[1] Nagaraj, B. and Vijayakumar, P. Controller Tuning For Industrial Process-A Soft Computing Approach. International Journal of Advances in Soft Computing and its Application, 4,2 (2012), 1-20   

[2] Samui, P., Edison., Harikumar., and Pillai, S. Site Characterization Of (Igcar) Kalpakkam Using Soft Computing Technices. International Journal of Advances in Soft Computing and its Application, 4,2 (2012), 1-14.   

[3] Shabbiruddina. and Rayb, A. Speed Control Techniques Using Fuzzy Logic And Response Surface Methodology. International Journal of Advances in Soft Computing and its Application, 4,2 (2012), 1-16.

 

Volume  4, Issues 1,2012

[1] Ali Ahmed Mohammed, Alaa A. Shakir. Indelible Performance Appraisal of Al-Krama Project Drinking Water Treatment plant: A case Study in Iraq. International Journal of Advances in Soft Computing and its Application, 4,1 (2012), 1-13

[2] Sjarif, N.N.A., Shamsuddin, S.M. and Hashim, S.Z.M. Detection Of Abnormal Behaviors In Crowd Scene: A Review. International Journal of Advances in Soft Computing and its Application, 4,1 (2012), 1-33 

 

Volume 3, Issues 3, 2011

[1] Kuok, K.K, Harun, S., and Po-Chan, C. Comparison of Particle Swarm Optimization and Shuffle Complex Evolution for Auto-Calibration of Hourly Tank Model’s Parameters. International Journal of Advances in Soft Computing and its Application, 3,3 (2011), 1-17

[2] Ahmed, M.M. and Mohamad, D. Segmentation of Brain Magnetic Resonance Images (MRIs): A Review. International Journal of Advances in Soft Computing and its Application, 3,3 (2011), 1-24  

[3] Majumdar, P. and Samanta, S.K. A Generalised Fuzzy Soft Set Based Student Ranking System. International Journal of Advances in Soft Computing and its Application, 3,3 (2011), 1-10

 

Volume 3, Issues 2, 2011

[1] Pheng,H.S., Shamsuddin, S.M. and Kenji, S. Application of Intelligent Computational Models on Computed Tomography Lung Images. International Journal of Advances in Soft Computing and its Application, 3,2 (2011), 1-15.  

 [2] Deepalakshmi, P. and Radhakrishnan, S. An Ant Colony Based Multi Objective Approach to Source-Initiated QoS Multicasting Method for Ad Hoc Networks. International Journal of Advances in Soft Computing and its Application, 3,2 (2011), 1-18.

[3] Acharyulu, K.V.L.N. and Ramacharyulu, N.C.P. Multiple Constraints in Ecological Ammensalism- A Numerical Approach. International Journal of Advances in Soft Computing and its Application, 3,2 (2011), 1-15

 [4] Majumdar, P. and Samanta, S.K. On Similarity Measures of Fuzzy Soft Sets. International Journal of Advances in Soft Computing and its Application, 3,2 (2011), 1-8

 [5] Stephen, M.J. and Reddy, P.V.G.D.P. Implementation of Easy Fingerprint Image Authentication with Traditional Euclidean and Singular Value Decomposition Algorithms. International Journal of Advances in Soft Computing and its Application, 3,2 (2011), 1-19

 

Volume 3, Issues 1, 2011

[1] Subashini, G. Bhuvaneswari, M.C. Non Dominated Particle Swarm Optimization For Scheduling Independent Tasks On Heterogeneous Distributed Environments.International Journal of Advances in Soft Computing and its Application, 3,1 (2011), 1-17. 

 [2] Ali, W., Shamsuddin, S.M., and Ismail, A.S. A Survey of Web Caching and Prefetching.  International Journal of Advances in Soft Computing and its Application, 3,1 (2011), 1-27. 

 [3] Samui, P., Das, S., Kim, D. and Gil, L.Y. Determination of Compression Index For Marine Clay: A Least Square Support Vector Machine Approach. International Journal of Advances in Soft Computing and its Application, 3,1 (2011), 1-9. 

 [4] Kumar, J.V. and Kumar, D.M.V. Optimal Bidding Strategy in an Open Electricity Market using Genetic Algorithm.  International Journal of Advances in Soft Computing and its Application, 3,1 (2011), 1-14. 

 [5] Kuok, K.K, Harun, S., and Chiu, P.C. Hourly Runoff Forecast at Different Lead-time for a Small Watershed using Artificial Neural Networks. International Journal of Advances in Soft Computing and its Application, 3,1 (2011), 1-19. 

 

Volume 2, Issues 3, 2010

[1] Rassam, M.A., Maarof, M. A., and Zainal, A. Intrusion Detection System Using Unsupervised Immune Network Clustering with Reduced Features. International Journal of Advances in Soft Computing and its Application, 2,3 (2010), 1-18.   

 [2] Sailaja, M.L., Acharyulu, K.V.L.N., Gopal N.R., Mohan, P.R. Ecological Ammensal Model With Reserve For One Species and Harvesting For Both the Species at Variable Rates. International Journal of Advances in Soft Computing and its Application, 2,3 (2010), 1-19.   

 [3] Rastegari, H. and Shamsuddin, S.M. Web Search Personalization Based on Browsing History by Artificial Immune System. International Journal of Advances in Soft Computing and its Application, 2,3 (2010), 1-20. 

 [4] Premalatha, K. and Natarajan, A.M. Hybrid PSO and GA Models for Document Clustering. International Journal of Advances in Soft Computing and its Application, 2,3 (2010), 1-20. 

 

Volume 2,Issues 2, 2010

[1] Wong, Y.L. and Shamsuddin, S.M. Writer Identification for Chinese Handwriting. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-32

[2] Padmavathi S., Shalinie, S.M. and R.Abhilaash. A Memetic Algorithm Based Task Scheduling considering Communication Cost on Cluster of Workstations. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-17

[3] Beheshti, Z  and Hashim, S.Z.M. A Review of Emotional Learning  and It’s Utilization in Control Engineering. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-18   

[4] Osman, M.H, Choong-Yeun, L., and Hashim, I. Hybrid Learning Algorithm in Neural Network System for Enzyme Classification. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-13

[5] Kumar, A., Singh, P., and Kaur, A. Ranking of Generalized Exponential Fuzzy Numbers using Integral Value Approach. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-12

 [6] Hasan, S and Sap, M.N.M. Pest Clustering With Self Organizing Map for Rice Productivity. International Journal of Advances in Soft Computing and its Application, 2,2 (2010), 1-10. 

 

Volume 2, Issues 1, 2010

[1] Shanmugasundaram, H.  Extraction Based Multi Document Summarization using Single Document Summary Cluster. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-16.

[2] Xin, B. and Liu, Y. Weak Law of Large Numbers for Hybrid Variables Based on Chance Measure. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-13.

[3] Joshi, D., A. Mishra and Anand, S. LVQ based speed adaptive swing and stance phase detection: An alternate to Foot Switch. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-9.

[4] Chin-Wei, B and Rajeswari, M. Multiobjective Optimization Approaches in Image Segmentation – The Directions and Challenges. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-26.

[5] Hemanth, J.D., Vijila, C.K.S. and J. Anitha. Performance Improved PSO based Modified Counter Propagation Neural Network for Abnormal MR Brain Image Classification. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-20.

 [6] Premalatha, K and Natarajan, A.M. Combined Heuristic Optimization Techniques for Global Minimization. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-15.

[7] Chaudhuri, A. and De, K.  Fuzzy Genetic Heuristic for University Course Timetable Problem. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-24.

[8] P. Srinivasulu., Prasad, R.S. and Babu, I.R. Intelligent Network Intrusion Detection Using DT and BN Classification Techniques. International Journal of Advances in Soft Computing and its Application, 2,1 (2010), 1-18.

 

Volume 1, Issues 2, 2009

[1] Abarghouei, A.A., Ghanizadeh, A. and Shamsuddin, S.M. Advances of Soft Computing Methods in Edge Detection. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-42.   

[2] Upadhyaya, S. and Setiya, R. Ant Colony Optimization: A Modified Version. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-13.    

[3] Sivasankari, N and K. Thanushkodi. Automated Epileptic Seizure Detection in EEG Signals Using FastICA and Neural Network. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-14.

[4] Ganesh, B. and K.K. Achary. Face Recognition using FSS-DSOP for Small Sample Size Problem with Illumination Variations. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-14.

[5] Essam, A.D. Enhancement of the Face Recognition Using a Modified Fourier-Gabor Filter. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-13.

[6] Ramaraj, E.T and Krishnamoorthy, R.K. nVApriori : A novel approach to avoid irrelevant rules in association rule mining using n-cross validation technique. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-19.

[7] Bagher, R.M. and Payman, J. Water Delivery Optimization Program, of Jiroft Dam Irrigation Networks by Using Genetic Algorithm. International Journal of Advances in Soft Computing and its Application, 1,2 (2009), 1-11.

 

Volume 1, (1) 2009

[1] Nurmaini, S. Hashim, S.Z.M., Jawawi, D.N.A. Modular Weightless Neural Network Architecture for Intelligent Navigation. International Journal of Advances in Soft Computing and its Application, 1,1(2009), 1-18.

[2] M. Prasanna and K.R. Chandran. Automatic Test Case Generation for UML Object diagrams using Genetic Algorithm. International Journal of Advances in Soft Computing and its Application, 1,1(2009), 1-15.

[3] M.S, Maheyzah. Maarof, M.A, and Hashim, S.Z.M. Intelligent Alert Clustering Modelfor Network Intrusion Analysis. International Journal of Advances in Soft Computing and its Application, 1,1(2009), 1-16.

[4] Idris, N, Yusof, N. and Saad, P. Adaptive Course Sequencing for Personalization of Learning Path Using Neural Network. International Journal of Advances in Soft Computing and its Application, 1,1(2009), 1-12.  

[5] Alias, M.A. Hashim, S.Z.M., Samsudin, S. Using Fuzzy Analytic Hierarchy Process for Southern Johor River Ranking. International Journal of Advances in Soft Computing and its Application, 1,1(2009), 1-15.