Cybernetics - Special Sessions' accepted papers

SMC2013:C01 : Special Session on Distributed Optimization and Collective Intelligence

  1. A Multi-agent genetic algorithm for multi-objective optimization
    Andranik Akopov, Maxim Hevencev
  2. Automatic Multi-Sensor Task Allocation using Modified Distributed Bees Algorithm
    Itshak Tkach, Yael Edan, Aleksandar Jevtic, Shimon Nof
  3. Cohort Intelligence: A Self Supervised Learning Behavior
    Anand Kulkarni, Ishan Durugkar, Mrinal Kumar
  4. Optimized Energy-efficient Iterative Distributed Localization for Wireless Sensor Networks
    Mansoor-ul Haque, Farrukh Aslam Khan, Mohsin Iftikhar

SMC2013:C02 : Matrix and Tensor Analysis for Big Vision

  1. Bayesian Matrix Factorization for Face Recognition
    Jiang Bian, Xinbo Gao, Xiumei Wang
  2. Discovering User Preference from Folksonomy
    Xiaohui Guo, Richong Zhang, Jinpeng Huai, Hailong Sun, Xudong Liu
  3. Image-based 3D Human Pose Recovery with Locality Sensitive Sparse Retrieval
    Chaoqun Hong, Jun Yu, Xuhui Chen
  4. Leveraging Human Fixations in Sparse Coding: Learning a Discriminative Dictionary for Saliency Prediction
    Ming Jiang, Mingli Song, Qi Zhao
  5. Orthogonal Nonnegative Locally Linear Embedding
    Lei Wei, Naiyang Guan, Zhigang Luo, Dacheng Tao
  6. Self-explanatory Convex Sparse Representation for Image classification
    Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Yan-Jiang Wang, Wei-Feng Liu

SMC2013:C03 : Hybrid Metaheuristics

  1. A Hybrid Technique using Multi-objective Particle Swarm Optimization and Random Forests for PROBE Attacks Detection in a Network
    Farrukh Aslam Khan, Arif Jamal Malik
  2. A Multi-objective Approach for Assignment Containers to AIVs in a Container Terminal
    radhia zaghdoud, khaled mesghouni, Simon Collart-Ditulleul, kamel Zidi, Khaled Ghedira
  3. A Parallel Hybrid Genetic Algorithm on Cloud Computing for the Vehicle Routing Problem with Time Windows
    Andre S. Ruela, Frederico G. Guimaraes, Ricardo A. R. Oliveira, Brayan Neves, Vicente P. Amorim, Larissa M. Fraga
  4. Heuristic analysis influence on the solution of the Vehicle Routing Problem by means of an Iterated Local Search
    Alberto Gomez, Paolo Priore, Jose Lopez, Nazario Garcia
  5. Hybrid Imperialist Competitive Algorithm with Simplex approach: Application to Electric Motor Design
    Julien LEPAGNOT, Lhassane IDOUMGHAR, Daniel FODOREAN

SMC2013:C04 : Innovative Technologies and Applications in Computer Intelligence

  1. A Clonal Selection Algorithm with Levenshtein Distance based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM
    Takumi Ichimura, Shin Kamada
  2. A Flexible Tour Route Planning Problem with Time-Depndent Parameters Considering Rescheduling Based on Current Conditions
    Takashi Hasuike, Hideki Katagiri, Hiroe Tsubaki, Hiroshi Tsuda
  3. A New Approach based on Support Vector Machine for Solving Stochastic Optimization
    Seyed Amin Khatami, Abbas Khosravi, Saeid Nahavandi
  4. Artificial Neural Network Analysis of Twin Tunnelling-Induced Ground Settlements
    Seyed Amin Khatami, Alireza Mirhabibi, Abbas Khosravi, Saeid Nahavandi
  5. Deep Belief Network for Modeling Hierarchical Reinforcement Learning Policies
    Predrag Djurdjevic, Manfred Huber
  6. Density-based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents
    Keiichi Tamura, Takumi Ichimura
  7. Effects of Images Displayed for Praising or Scolding on Motivation in E-learning
    Masakazu Takeue, Kenichi Takahashi, Michimasa Inaba
  8. ERSP: An Energy-efficient Real-time Smartphone Pedometer
    Thomas Olutoyin Oshin, Stefan Poslad
  9. Neuroevolution by Particle Swarm Optimization with Adaptive Input Selection for Controlling Platform-Game Agent
    Akira Hara, Jun-ichi Kushida, Koji Kitao, Tetsuyuki Takahama
  10. Possibilistic Mean Models for Linear Programming Problems with Discrete Fuzzy Random Variables
    Hideki Katagiri, Takeshi Uno, Kosuke Kato
  11. Profiling Student Learning Styles with Multilayer Perceptron Neural Networks
    Annabel Latham, Keeley Crockett, David McLean
  12. Strategy Selection by Reinforcement Learning for Multi-Car Elevator Systems
    Masaki Ikuta, Kenichi Takahashi, Michimasa Inaba

SMC2013:C05 : Granular Computing

  1. A Rough-Set Feature Selection Model for Classification and Knowledge Discovery
    Usman Qamar
  2. An Automatic Data Clustering Algorithm based on Differential Evolution
    Chun-Wei Tsai, Chiech-An Tai, Ming-Chao Chiang
  3. An Echo-Aided Bat Algorithm to Support Measurable Movement for Optimization Efficiency
    Yi-Ting Chen, Tsair-Fwu Lee, Mong-Fong Horng, Jeng-Shyang Pan, Shu-Chuan Chu
  4. Applying NSGA II for solving the Ontology Alignment Problem
    Giovanni Acampora, Uzay Kaymak, Vincenzo Loia, Autilia Vitiello
  5. Computation of Maximal Characteristic Neighborhoods for Incomplete Information Systems
    Fengming Chang, Chien-Chung Chan
  6. Degree Anonymization for K-Shortest-Path Privacy
    Shyue-Liang Wang, Ching-Chuan Shih, I-Hsien Ting, Tzung-Pei Hong
  7. Enhancing the Efficiency in Mining Weighted Frequent Itemsets
    Guo-Cheng Lan, Tzung-Pei Hong, Hong-Yu Lee, Shyue-Liang Wang, Chun-Wei Tsai
  8. Fuzzy Rule-based System through Granular Computing
    Sharifah Sakinah Syed Ahmad, Witold Pedrycz
  9. Incremental Induction of Probabilistic Rules based on Incremental Sampling Scheme
    Shusaku Tsumoto, Shoji Hirano

SMC2013:C06 : Learning from Big Data and Uncertainty

  1. A Reduction Algorithm for the Big Data in 3D Surface Reconstruction
    Jianwei Zhao, Yanqing Fu, Yuanpeng Tan, Feilong Cao
  2. Sample selection based on K-L divergence for effectively training SVM
    Junhai Zhai, Chang Li, Ta Li, Xizhao Wang
  3. The Nested Structure in Fuzzy Rough Classifier
    suyun zhao, hong chen, cuiping li, Yu Chen

SMC2013:C07 : Intelligent Network Computing & Applications

  1. Dealing with Unfair Ratings
    Xinfeng Ye
  2. HOMOGENEITY BASED BLIND NOISY IMAGE QUALITY ASSESSMENT
    Xiaotong Huang, Li Chen, Jing Tian, Xiaolong Zhang, Xiaowei Fu
  3. Network Information Flow Control: Proof of Concept
    Florian Kammueller, Alwaleed Algothami
  4. Performance Evaluation of Self-Configured Two-tier Heterogeneous Cellular Networks
    Nien-Tsu Chou, Shih-Hao Lin, Shin-Ming Cheng, Shih-Hao Chang

SMC2013:C08 : Computational Intelligence for Ubiquitous and Pervasive Computing

  1. A Big Bang-Big Crunch Optimization for a Type-2 Fuzzy Logic based Human Behaviour Recognition System in Intelligent Environments
    Bo Yao, Hani Hagras, Daniyal Alghazzawi, Mohammed J. Alhaddad
  2. A Brief Introduction to Classification for Smart Grid
    Chun-Wei Tsai, Alexander Pelov, Ming-Chao Chiang, Chu-Sing Yang, Tzung-Pei Hong
  3. A Computing With Words Framework for Ambient Intelligence
    Aysenur Bilgin, Hani Hagras, Areej Malibari, Daniyal Alghazzawi, Mohammed J. Alhaddad
  4. A novel Two-layer Hierarchical Differential Evolution Algorithm for Global Optimization
    Yinzhi Zhou, Xinyu Li, Liang Gao
  5. An Interval Type-2 Fuzzy Logic Based System for Customised Knowledge Delivery within Pervasive E-Learning Platforms
    Khalid Almohammadi, Hani Hagras
  6. Improved Semantic-based Human Interaction Understanding Using Context-based knowledge
    Kamrad Khoshhal Roudposhti, Jorge Dias
  7. Recognizing Human Actions by a bag of visual words
    Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento
  8. Social Feedback in Display Ecosystems
    Bernhard Anzengruber, Gabriella Castelli, Alberto Rosi, Alois Ferscha, Franco Zambonelli

SMC2013:C10 : Automation Technology and Innovative Intelligence Applications

  1. A Case Study of Object Identification Using a Kinect Sensor
    Zheng-Yang Huang, Jung-Tang Huang, Chih-Ming Hsu
  2. Adaptive Visual Servoing of Micro Aerial Vehicle with Switched System Model for Obstacle Avoidance
    Cheng-Ming Huang, Ming-Li Chiang, Li-Chen Fu
  3. Demand Response Optimization for Smart Home Scheduling Using Genetic Algorithm
    Chao-Rong Chen, Ming-Jen Lan, Chi-Chen Huang, Ying-Yi Hong, Steven H. Low
  4. Design and Implementation of a Single-Stage High-Efficacy LED Driver with Dynamic Voltage Regulation
    Shun-Yuan Wang, Chwan-Lu Tseng, Shou-Chuang Lin, Shun-Chung Wang, Ching-Lin Chen, Jen-Hsiang Chou
  5. Fuzzy Cognitive Map based Situation Assessment Framework for Navigation Goal Detection
    Nuwan Ganganath, Martin Walker, Henry Leung
  6. Gesture Recognition Using Improved Hierarchical Hidden Markov Algorithm
    Kuang-Yow Lian, Ben-Huang Lin
  7. Path Planning for CNC Machines Considering Centripetal Acceleration and Jerk
    Abbas Shahzadeh, Abbas Khosravi, Saeid Nahavandi
  8. Rate Command of Robot Joint Shaped by Fuzzified Weighting and Error-Projected Gradient-Decent
    Hsiang-Lin Tu, Ping-Ho Chen
  9. Reduction of Torque and Flux Variations Using Fuzzy Direct Torque Control System in Motor Drive
    Guo-Ming Sung, Wen-Sheng Lin, Sheng-Kai Peng
  10. Reversed Recursive Transformation for Forward Kinematics of Articulated Robotic Arms
    Hsiang-Lin Tu, Ping-Ho Chen

SMC2013:C11 : Simple and Effective Machine Learning for Big Data

  1. A New Post Correction Algorithm (PoCoA) for Improved Transportation Mode Recognition
    Zelun Zhang, Stefan Poslad
  2. A Study on Classification in Imbalanced and Partially-Labelled Data Streams
    Robert Lyon, John Brooke, Joshua Knowles, Benjamin Stappers
  3. Big Data Framework
    Firat Tekiner, John Keane
  4. The Incremental Risk Functional: Basics of a Novel Incremental Learning Approach
    Andreas Buschermöhle, Jan Schoenke, Nils Rosemann, Werner Brockmann
  5. Two Extension to Multi-Label Correlation-Based Feature Selection: a case study in bioinformatics
    Suwimol Jungjit, Alex Freitas, Martin Michaelis, Jederit Cinatl

SMC2013:C12 : Soft Computing

  1. A Learning Classifier System Based on Genetic Network Programming
    Xianneng Li, Kotaro Hirasawa
  2. A New Population Initialization Approach Based on Bordered Hessian for Portfolio Optimization Problems
    Yukiko Orito, Yoshiko Hanada, Shunsuke Shibata, Hisashi Yamamoto
  3. A Set-Based Discrete Differential Evolution Algorithm
    Yu Liu, Wei-neng Chen, Zhi-hui Zhan, Ying Lin, Yue-jiao Gong, Jun Zhang
  4. A Symmetry-Based Approach to Selecting Membership Functions and Its Relation to Chemical Kinetics
    Vladik Kreinovich, Olga Kosheleva, Jorge Cabrera, Mario Gutierrez, Thavatchai Ngamsantivong
  5. An Alternative to SOCIFS Writer Identification Framework for Handwritten Authorship
    Satrya Fajri Pratama, Azah Kamilah Muda, Ajith Abraham, Noor Azilah Muda
  6. An Ant Colony Optimization Approach For Nurse Rostering Problem
    Jie-Jun Wu, Ying Lin, Zhi-Hui Zhan, Wei-Neng Chen, Ying-Biao Lin, Jian-Yong Cao
  7. An Approach to Consider Diversity Issues from a Semantic Point of View
    Masaki Suzuki, Takaaki Motomura, Yoshitaka Sakurai, Setsuo Tsuruta, Rainer Knauf
  8. An Information-Theoretic Approach for Setting the Optimal Number of Decision Trees in Random Forests
    Alfredo Cuzzocrea, Shane Leo Francis, Mohamed Medhat Gaber
  9. Analysis of Fuzzy Decision Trees on Expert Fuzzified Heart Failure Data
    Jan Bohacik, Chandra Kambhampati, Darryl Davis, John Cleland
  10. Computing with Words: Towards a New Tuple-Based Formalization
    Olga Kosheleva, Vladik Kreinovich, Ariel Garcia, Felipe Jovel, Luis Torres Escobedo, Thavatchai Ngamsantivong
  11. Contradiction Resolution with Dependent Input Neuron Selection for Self-Organizing Maps
    Ryotaro Kamimura
  12. Credal classification of uncertain data using belief functions
    Zhunga Liu, Quan Pan, Jean Dezert, Gregoire Mercier
  13. Data Combination Privacy Preservation Adjusting Mechanism for Software as a Service
    Kun Zhang, Ajith Abraham, Yuliang Shi
  14. Decentralized longitudinal tracking control for Cooperative Adaptive Cruise Control Systems in a Platoon
    Shi-Yuan Han, Yue-Hui Chen, Lin Wang, Ajith Abraham
  15. Deterministic Particle Swarm Optimizers with Collision for Discrete Multi-solution Problems
    Kazuki Maruyama, Toshimichi Saito
  16. Differential Search Algorithm based Design of Fractional Order PID Controller for Hard Disk Drive Read/Write System
    Anguluri Rajasekhar, Millie Pant, Ajith Abraham
  17. Effects of the Number of Opponents on the Evolution of Cooperation in the Iterated Prisoner’s Dilemma
    Hisao Ishibuchi, Takahiko Sudo, Koichiro Hoshino, Yusuke Nojima
  18. Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning
    Yan PEI, Hideyuki TAKAGI
  19. Fuzzy Neural Based Copyright Protection Scheme for Superresolution
    Mehul S. Raval, M.V. Joshi, Shubhalaxmi Kher
  20. Genetic Programming based Composite Filter for Rician Noise Reduction
    Muhammad Sharif, Muhammad Arfan Jaffar, Muhammad Tariq Mahmood
  21. Interactive Tabu Search with Paired Comparison for Optimizing Fragrance
    Makoto Fukumoto, Keiji Kawai, Makoto Inoue, Jun-ichi Imai
  22. Multi Reservoir Support Vector Echo State Machine for Multivariate Time Series Prediction
    Min Han, Xinying Wang
  23. Neural Combinatorial Learning of Goal-directed Behavior with Reservoir Critic and Reward Modulated Hebbian Plasticity
    Sakyasingha Dasgupta, Florentin Wörgötter, Jun Morimoto, Poramate Manoonpong
  24. On the Use of Chaos in Nature-inspired Optimization Methods
    Ivan Zelinka, Pavel Kromer, Vaclav Snasel
  25. Particle Swarm Optimization with Protozoic Behaviour
    Vaclav Snasel, Pavel Kromer, Ajith Abraham
  26. Prediction of Concrete Strength using Floating Centroids Method
    Lin Wang, Bo Yang, Ajith Abraham
  27. Properties of Concept Lattice Reduction Based on Matrix Factorization
    Zdenek Horak, Milos Kudelka, Vaclav Snasel
  28. Shape Extraction Method using Search for Convex Hull by Genetic Algorithm
    Mitsukuni Matayoshi
  29. Steganalysis for JPEG Images Using Extreme Learning Machine
    Veenu Bhasin, Punam Bedi
  30. Towards Discrete Interval, Set, and Fuzzy Computations
    Enrique Portillo, Olga Kosheleva, Vladik Kreinovich

SMC2013:C13 : Machine learning


    SMC2013:C14 : Cloud Computing

    1. A Game Theoretic Approach to Service Discovery and Selection
      Yi Chen, Bakh Khoussainov, Xinfeng Ye
    2. Availability and Energy Consumption Analysis of Mobile Cloud Environments
      Danilo Oliveira, Jean Araújo, Rubens Matos, Paulo Maciel
    3. Comparative Analysis of Migration-Based Rejuvenation Schedules on Cloud Availability
      Matheus Melo, Jean Araujo, Rubens Matos, Julian Menezes, Paulo Maciel
    4. Elasticity in Service Level Agreements
      Frank Schulz
    5. Energy-Efficient Virtual Machine Management in Heterogeneous Environment: Challenges, Approaches and Opportunities
      Chun Wang, Mohammad Fozlul Bhuiyan
    6. EucaBomber: Experimental Evaluation of Availability in Eucalyptus Private Clouds
      Debora Souza, Rubens Matos, Jean Araujo, Vandi Alves, Paulo Maciel
    7. Private Cloud Cooperation Framework of e-Learning Environment for Disaster Recovery
      Satoshi Togawa, Kazuhide Kanenishi
    8. Stochastic Model Generation for Cloud Infrastructure Planning
      Erica Sousa, Paulo Maciel, Lais Medeiros, Fernando Lins, Eduardo Tavares, Erico Medeiros

    SMC2013:C15 : Innovations in Intelligent Computation and Applications

    1. Conversation System based on Computational Intelligence for Robot Partner using Smart phone
      Jinseok Woo, Naoyuki Kubota
    2. Facial Skin Beautification using Region-Aware Mask
      Lingyu Liang, Lianwen Jin
    3. Mining Sequential Purchasing Behaviors from Customer Transaction Databases
      Show-Jane Yen, Jia-Yuan Gu, Yue-Shi Lee
    4. Student Engagement Modeling using Bayesian Networks
      Choo-Yee Ting, Wei-Nam Cheah, Chiung Ching Ho
    5. Uniform Cellular Automata Linear Rules for Edge Detection
      Selman Uguz, Ugur Sahin, Ferat Sahin

    SMC2013:C16 : Metaheuristic Algorithms for Data Mining

    1. A Hybrid Approach for Mining Frequent Itemsets
      Bay Vo, Tuong Le, Frans Coenen, Tzung-Pei Hong
    2. An IT2FLS-based Malware Analysis Mechanism: Malware Analysis Network in Taiwan (MiT)
      Hsien-De Huang, Chang-Shing Lee, Mei-Hui Wang, Hung-Yu Kao
    3. DECoDe - Differential Evolution Algorithm for Community Detection
      Thiago Leal, Amanda Gonçalves, Vinícius Vieira, Carolina Xavier
    4. The effect of features using Feature Selection for Bayesian Classifier
      Lisa Moore, Chandra Kambhampati

    SMC2013:C17 : Medical Informatics

    1. Mining Clinical Pathway using Clustering and Rule Induction
      Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
    2. Variation of Dynamic Muscle Model During Fatigue-inducing Voluntary Contraction
      Youngjin Na, Changmok Choi, Suncheol Kwon, Jung Kim

    SMC2013:C18 : Cyberntics: Advances in Medical Informatics

    1. A Texture Feature Ranking Model for Predicting Survival Time of Brain Tumor Patients
      Mu Zhou, Lawrence Hall, Dmitry Goldgof, Robert Gatenby, Robert Gillies
    2. Diagnosis of Lymphatic Diseases Using A Naive Bayes Style Possibilistic Classifier
      Karim Baati, Tarek M. Hamdani, Adel M. Alimi
    3. Revisiting Link-Based Cluster Ensembles for Microarray Data Classification
      Natthakan Iam-On, Tossapon Boongoen