SPIKING NEURON AND RELATED MODELS
A Ring-Type Digital Spiking Neural Network and Spike-Train Approximation
[Link]
Hiroaki Uchida and Toshimichi Saito ...... 1
Spatial Structure of Receptive Fields and Surrounds in Response to Local Figure-GroundConfiguration in
Monkey V4
[Link]
Kouji Kimura, Yukako Yamane, Hiroshi Tamura and Ko Sakai ...... 7
Modelling Speaker-dependent Auditory Attention Using A Spiking Neural Network with TemporalCoding and
Supervised Learning
[Link]
Yating Huang, Jiaming Xu and Bo Xu ...... 14
Simulation of multi-peak discharge Pattern Pattern Based on Improved Deterministic ChayModel
[Link]
Zhongting Jiang, Dong Wang, Huijie Shang and Yuehui Chen ...... 26
TIME-SERIES AND RELATED MODELS
Echo State Networks Composed of Units with Time-Varying Nonlinearity
[Link]
Gouhei Tanaka, Ryosho Nakane and Akira Hirose ...... 34
Multilayer LSTM with Global Access Gate for Predicting Students Performance Using OnlineBehaviors
[Link]
ShaoJie Qu, Kan Li, Bo Wu, Kai Tang and Weimin Liu ...... 40
A Hybrid Time Series Model based on Dilated Conv1D and LSTM with Applications to PM2.5Forecasting
[Link]
Liqing Zhao, Bo Cheng and Junliang Chen ...... 49
Dissect Sliced-RNN in Multi-Attention view
[Link]
Zeping Yu, Linqing Shi and Gongshen Liu ...... 61
Discovering Sequences in Systems Logs by Neural Networks
[Link]
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak and Rafal Scherer ...... 69
TEXT COMPUTING USING NEURAL TECHNIQUES
Multi-Lingual Attention based Multi-Intent Detection in Dialogue System
[Link]
Mauajama Firdaus, Ankit Kumar, Asif Ekbal and Pushpak Bhattacharyya ...... 1
Linking Formal and Informal Structures based on Members’ E-mail Communication Patterns
[Link]
Katalin Tünde Jánosi-Rancz, Zoltán Kátai and David Iclanzan ...... 9
Extensive Pyramid Networks for Text Classification
[Link]
Linqing Shi, Zeping Yu and Gongshen Liu ...... 17
Static-Dynamically Attentive Variational Network for Dialogue Generation
[Link]
Jinxin Chang, Ruifang He, Longbiao Wang, Ruifang Wang, Xiangyu Zhao and Ting Yang ...... 24
Improved Knowledge Base Question Answering System Using Re-ranking Approach
[Link]
Anil Kumar Donthagani and V Susheela Devi ...... 32
A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval
[Link]
Yongyu Jiang, Peng Zhang, Hui Gao, Xindian Ma, Donghao Zhao, Zeting Hu, Junyan Wang and Meixian Song
...... 39
A Neural Abstractive Summarization Model Guided with Topic Sentences
[Link]
Kai Chen, Baotian Hu, Qingcai Chen and Hong Yu ...... 48
A Three-Stage Training Method for Abstractive Summarization
[Link]
Linqing Shi, Danyang Liu and Gongshen Liu ...... 54
UNSUPERVISED NEURAL MODELS
Scientific Document Clustering using Granular Self-organizing Map
[Link]
Naveen Saini, Rahul Grover, Sriparna Saha and Pushpak Bhattacharyya ...... 62
Unsupervised Learning Optical Flow by Robust Reconstruction and Edge-Aware Smoothing
[Link]
Lingtong Kong and Jie Yang ...... 71
t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher orderapproximations
[Link]
Nicoleta Rogovschi, Sarah Zouinina, Basarab Matei, Issam Falih, Nistor Grozavu and SeiichiOzawa
...... 78
NEURAL NETWORK APPLICATIONS
Masquerade Attacks Against Security Software Exclusion Lists
[Link]
Timothy McIntosh, Julian Jang-Jaccard, Paul Watters and Teo Susnjak ...... 1
NEURAL NETWORK MODELS
Unlabeled Data Driven Channel-Wise Bit-Width Allocation and Quantization Refinement
[Link]
Yong Yuan, Chen Chen, Xiyuan Hu and Silong Peng ...... 9
Training Stage Optimisation for Neural Network Operating in the Resource ConstrainedEnvironment
[Link]
Mansoor Ali Halari and Jo Plested ...... 17
Deepness Analysis of Learned Factors in Multilayer NMF
[Link]
Ibtissam Brahmi, Guénaël Cabanes, Younès Bennani and Abdelfettah Touzani ...... 24
A Neural Network Model of Incubation through Mind Wandering
[Link]
Kasumi Nishi, Osamu Araki and Tomokazu Urakawa ...... 32
Exploring the Generalization Performance of Neural Networks via Diversity
[Link]
Tianyuan Niu, Yuexian Hou, Junwei Zhang and Pengqing Zhang ...... 42
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AIprinciples and
its hardware
[Link]
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, JeanBenoit Heroux,
Daiju Nakano, Ryosho Nakane and Gouhei Tanaka ...... 49
Optimized Functional Link Artificial Neural Network for Multi-label Classification
[Link]
Anwesha Law, Balasubramanyam Evani and Ashish Ghosh ...... 56
SEMANTIC AND GRAPH BASED APPROACHES
SEDE: Semantic Evolution-based Dynamic Knowledge Graph Embedding
[Link]
Yujing Zhou, Jia Peng, Lei Wang, Daren Zha and Nan Mu ...... 64
A Swarm based Optimization of the XGBoost Parameters
[Link]
Ali Haidar, Brijesh Verma and Rim Haidar ...... 74
Effiecient Graph Matching by Adjacency Matrix Based Model and Gaussian Smoothing BasedOptimization
[Link]
Xu Yang, Jing Yang, Yin-Lin Li, Zhang-Bin Zhou and Zhi-Yong Liu ...... 82
MODEL COMPRESSION AND OPTIMISATION
A novel data pre-processing technique robust to units and scales of measurement
[Link]
Arbind Agrahari Baniya, Sunil Aryal and Santosh KC ...... 1
Detecting Advertising Materials via Multi-Scale Instance Segmentation Network
[Link]
Ben Xu, Chun Yang, Hongfa Wang, Xiaobin Zhu and Xu-Cheng Yin ...... 9
Robust Object Tracking via Hierarchical Estimation in SiamFC Network
[Link]
Yueyang Gu, Yu Qiao, Kuan Xu, Jie Yang, Jiaxuan Xie, Lu Wang and Mingna Liu ...... 17
Preserving Utility during Attribute-oriented Data Anonymization Process
[Link]
Sarah Zouinina, Younès Bennani, Maha Ben-Fares, Nicoleta Rogovschi and Abdelouahid Lyhyaoui ...... 25
ConvDroid: Lightweight Neural Network based Andoird Malware Detection
[Link]
Sifan Wu and Xi Xiao ...... 36
Adding Gaussian Noise to DeepFool for Robustness based on Perturbation Directionality
[Link]
Tianying Xie and Yantao Li ...... 44
Sparse Indefinite Kernel Learning on Sphere
[Link]
Jiaxuan Xie, Fanghui Liu, Xiaolin Huang and Jie Yang ...... 54
Fast Encoding length-based prototype selection algorithms
[Link]
Norbert Jankowski and Marek Orliński ...... 61
Improving Script Identification by Integrating Text Recognition Information
[Link]
Yupeng Cao, Jing Li, Qiufeng Wang, Kaizhu Huang and Rui Zhang ...... 67
LEARNING FROM INCOMPLETE DATA
LEARN: Enhanced Network Embedding via Similarity Learning
[Link]
Ahmed Fathy and Kan Li ...... 1
SeqDLF: Deep Local Feature-Based Image Sequence Representation for Visual Loop ClosureDetection
[Link]
Suogui Dang, Jiru Wang, Rui Yan and Huajin Tang ...... 9
SAFont: Automatic Font Synthesis using Self-Attention Mechanisms
[Link]
Chunying Ren, Shujing Lyu, Hongjian Zhan and Yue Lu ...... 19
A Feedback Attention Network for Classification and Visualization of Thyroid Nodules onUltrasound Images
[Link]
Jianrong Wang, Ruixuan Zhang, Xi Wei, Li Xuewei, Mei Yu, Jian Yu, Jialin Zhu, Jie Gao, Hongqian Shen,
Zhiqiang Liu and Ruiguo Yu ...... 26
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module forClassification and
Segmentation
[Link]
Zhiheng Kang and Ning Li ...... 35
IMAGE PROCESSING BY NEURAL TECHNIQUES
Efficient Online Training Method for SiamFC Network in Object Tracking
[Link]
Yueyang Gu, Yu Qiao, Kuan Xu, Jie Yang, Hang Xu, Jiawen Li and Jian Li ...... 44
Neural Style Transfer for Characters Synthesis via Stack Network
[Link]
Qiyang Zhang, Shengwu Xiong and Anna Zhu ...... 50
A New Makeup Transfer with Super-resolution
[Link]
Yeqing Ren, Youqiang Sun, Di Wu, Zhihua Cui and A.K. Qin ...... 59
Nuclear Norm Minimization in Frequency Domain for Complex Noise
[Link]
Imran Razzak, Usman Naseem, Saeeda Naz and Ibrahim A Hameed ...... 69
HYBRID MODELS
Deep Heterogeneous Ensemble
[Link]
Thanh Nguyen, Truong Dang Manh, Dung Pham, Lan Phuong Dao, Anh Vu Luong, John McCall and Alan
Wee-Chung Liew ...... 1
Quasi-random Image Transition and Animation
[Link]
Aneta Neumann, Frank Neumann and Tobias Friedrich ...... 10
Robust Visual Tracking Based on Hybrid Network and Similarity Grouping
[Link]
Yu Liu, Xiaoqiang Li, Chen Huang, DianHua Zhang and Mingke Gao ...... 19
Label Distribution Data Feature Reduction Based on Fuzzy Rough Set Model
[Link]
Yansheng Zhai and Jianhua Dai ...... 27
Multi-objective Genetic Algorithm for Continuous Network Design Problems
[Link]
Rui You, Wei-Neng Chen, An Song, Jinghui Zhong and Yue-Jiao Gong ...... 36
High Dimensional Fuzzy Outlier Detection
[Link]
Vasudev Sharma and B.K Tripathy ...... 45
Genetic algorithm based optimization of deep convolutional neural network ensemble forpedestrian moving
direction recognition
[Link]
Xuanang Feng, Rui Li, Jianing Zhao and Eisuke Kita ...... 56
IaaS Reservation Optimization for Multi-QoS Level based SaaS Provisioning
[Link]
Hai Dong ...... 65
An Improved Genetic Algorithm for the Virtual Machine Placement Problem
[Link]
Chanipa Sonklin, Maolin Tang and Yuchu Tian ...... 73
HUMAN CENTRED COMPUTING AND MEDICINE
Accurate Infant Brain MRI Segmentation via 3D Dense-Fuse Convolution Neural Networks
[Link]
Chen Xuheng, Mingyong Zhuang, Congbo Cai, Yue Huang and Xinghao Ding ...... 1
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete andImbalanced Data
[Link]
Zeyuan Wang, Josiah Poon and Simon Poon ...... 8
Towards Machine Learning approach for Digital-Health intervention program
[Link]
Meena Santhanagopalan, Madhu Chetty, Cameron Foale and Britt Klein ...... 16
Quantitative Analysis of Motor Synergies and Assessment of Upper-limb Motor Function forPost-stroke
Rehabilitation Based on Multi-modal Data Fusion
[Link]
Chen Wang, Liang Peng, Jingyue Li, Zeng-Guang Hou and Weiqun Wang ...... 25
A Study on Combining EEG Signals and Crytography for Bitcoin Security
[Link]
Dang Nguyen, Dat Tran and Wanli Ma ...... 34
SEMG and KNN Based Human Motion Intention Recognition for Active and SafeNeurorehabilitation
[Link]
Weiguo Shi, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Jiaxing Wang, Shixin Ren and Liang Peng ...... 43
Deep AutoEncoder-Decoder Framework for Semantic Segmentation of Brain Tumor
[Link]
Arshia Rehman, Saeeda Naz, Usman Naseem, Imran Razzak and Ibrahim A Hameed ...... 53
SOCIAL NETWORK COMPUTING
CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian PersonalizedRanking
[Link]
Baoping Liu, Yijun Su, Daren Zha, Neng Gao and Ji Xiang ...... 58
Deep Context-Aware Embedding for Abusive and Hate Speech detection on Twitter
[Link]
Usman Naseem, Imran Razzak and Ibrahim A Hameed ...... 66
HUMAN CENTRED COMPUTING
Multi-view Clustering through Optimal Transport
[Link]
Fatima Ezzahraa Ben Bouazza, Younès Bennani, Mourad El Hamri, Guénaël Cabanes, BasarabMatei and
Abdelfettah Touzani ...... 1
Structure simplification of neural network for smile classification
[Link]
Shu Liu and Jo Plested ...... 10
Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity
[Link]
Min Wang, Jiankun Hu and Hussein Abbass ...... 19
Zero-shot learning of user intent understanding by Convolutional Neural Networks
[Link]
Jiahui Shen, Yuanye He and Ji Xiang ...... 27
Classification of Human's Perception of Manipulated and Unmanipulated Digital Images UsingNeural Network
with Network Reduction Techniques
[Link]
Zirui Tan and Jo Plested ...... 34
Three-Stream Convolutional Neural Network for Micro-Expression Recognition
[Link]
Ke Li, Yuan Zong, Baolin Song, Jie Zhu, Jingang Shi, Wenming Zheng and Li Zhao ...... 41
Augmented Reality Vision Improving Educational Learning
[Link]
Seid Miad Zandavi, Zexi Hu, Yuk Chung and Ali Anaissi ...... 49
HUMAN CENTRED COMPUTING FOR EMOTION
Generating Multimodal Features for Emotion Classification from Eye Movement Signals
[Link]
Huangfei Jiang, Xiya Guan, Weiye Zhao, Li-Ming Zhao and Bao-Liang Lu ...... 59
Deep Transfer Learning for Emotion Recognition from Text
[Link]
Chaikesh Chouragade and V Susheela Devi ...... 67
Fractional Sparse Representation Based Classification and Multi-view Extension for FaceRecognition
[Link]
Yun-Hao Yuan, Chao Zhang, Li Yun, Qiang Jipeng, Bin Li, Guangwei Gao, Xiaoning Song and Huimin Lu
...... 76
Face Hallucination Using Locality Preserving Canonical Correlation Analysis
[Link]
Yun-Hao Yuan, Jie Yang, Li Yun, Qiang Jipeng, Bin Li, Xiaobo Shen, Jianping Gou and Guangwei Gao
...... 82
ADVERSARIAL NETWORKS AND LEARNING
MIDI-Sandwich: Multi-model Multi-task Hierarchical Conditional VAE-GAN networks for SymbolicSingle-track
Music Generation
[Link]
Xia Liang, Junmin Wu and Yan Yin ...... 1
CycleGAN using Semi-Supervised Learning
[Link]
Masashi Okada, Hidehiro Nakano and Arata Miyauchi ...... 10
GAN Generate Adversarial Examples to Fool Deep Networks
[Link]
Yan Liu, Wei Yang, Xueyu Zhang, Yi Zhang and Liusheng Huang ...... 20
GAN-SMOTE: A Generative Adversarial Network approach to Synthetic Minority Oversampling
[Link]
Mitchell Scott and Jo Plested ...... 29
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEGBrain Signals
[Link]
Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge and Lina Yao ...... 36
CONVOLUTIONAL NEURAL NETWORKS
Triplet CNN-based Word Spotting of Historical Arabic Documents
[Link]
Abir Fathallah, Mohamed Ibn Khedher, Mounim El Yacoubi and Najoua Essoukri Ben Amara ...... 44
A Novel Deep Intrusion Detection Model Based On a Convolutional Neural Network
[Link]
Neng Fu, Nuerbiye Kamili, Yanhong Huang and Jianqi Shi ...... 52
URL-based Phishing Attack Detection by Convolutional Neural Networks
[Link]
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak and Rafal Scherer ...... 60
Prediction of regions including dislocations in multicrystalline silicon photoluminescenceimage by
transfer learning of convolutional neural network
[Link]
Hiroaki Kudo, Yusuke Hayama, Tetsuya Matsumoto, Kentaro Kutsukake and Noritaka Usami ...... 68
GRU based Convolutional Neural Network with Initialized Filters for Text Classification
[Link]
Linhong Weng, Qing Li and Xuehai Ding ...... 75
DEEP NEURAL NETWORKS
UA-DRN: Unbiased Aggregation of Deep Neural Networks for Regression Ensemble
[Link]
Jiawei Li, Yiming Li, Jiacheng Yang, Taian Guo and Shu-Tao Xia ...... 86
Method for the Machine-Generation of Ancient Chinese Poetry Based on a Deep Neural NetworkCombined with
Images
[Link]
Chenyang Zhang, Jiamei Wang, Xinyun Li, Fei Fu and Weiquan Wang ...... 94
Recognizing Complex Head Movements
[Link]
Kornél Bertók and Attila Fazekas ...... 3
Developing a 3D virtual library model based on the ancient Library ofAlexandria
[Link]
István Boda, Erzsébet Tóth, István Csont and László T. Nagy ...... 19
The education of disruptive technologies in the innovative engineering training
[Link]
Ildikó Horváth ...... 31
BCI controlled WiFi mobile robot
[Link]
József Katona and Attila Kovar ...... 61
Designing a Network-Based System for Delivery of Remote Mine Services
[Link]
Weidong Huang, Craig James, Kazys Stepanas, Eleonora Widzyk-Capehart, LeilaAlem, Chris Gunn, Matt
Adcock and Kerstin Haustein ...... 1
A Case Study of Collecting Dynamic Social Data: The Pro-Ana TwitterCommunity
[Link]
Ian Wood ...... 13
Comparing eye gaze tracking to reported perceptions of manipulatedand unmanipulated digital images
[Link]
Sabrina B. Caldwell, Tamás D. Gedeon, Richard L. Jones and Martin Henschke ...... 26
Evaluation of e-Readers: A Preliminary Analysis
[Link]
Ujala Rampaul and Tom Gedeon ...... 37
A novel technique for ASP.NET dynamic web validation
[Link]
Chee Sheen Chan and Jer Lang Hong ...... 1
RANSAC Multi Model Response Regression based Pruned ExtremeLearning Machines for Multiclass problems
[Link]
Lavneet Singh and Girija Chetty ...... 9
The Conditions of Solvability of the Inverse Problem of Operator Equationfor a Pattern Recognition
Neurooperator Model
[Link]
Anuar Dyusembaev, Mikhail Grishko and Danabek Kaliazhdarov ...... 15
HTML Validation for PHP Web Applications
[Link]
Chee Sheen Chan and Jer Lang Hong ...... 21
Webpage Sentiment Analysis using Common Ontology WordNet
[Link]
Huey Jing Toh and Jer Lang Hong ...... 27
A Comparative Study of Video Inpainting Techniques
[Link]
Sameh Zarif, Ibrahima Faye and Dayang Rohaya ...... 33
Adaptive Apriori and Weighted Association Rule Mining on VisualInspected Variables for Predicting
Obstructive Sleep Apnea
[Link]
Doreen Ying Ying Sim, Chee Siong The and Ahmad Izuanuddin Ismail ...... 39
A Novel Hybrid Learning Technique for Roadside VegetationClassification
[Link]
Sujan Chowdhury, Brijesh Verma and David Stockwell ...... 1
Detecting SNP Interactions in Balanced and Imbalanced Datasets usingAssociative Classification
[Link]
Suneetha Uppu, Aneesh Krishna and Raj P.GopaIan ...... 7
Impact Analysis of the Person in Topic Event Mining
[Link]
Fenghuan Li, Dequan Zheng and Tiejun Zhao ...... 19
Simulating oculomotor inhibition of return with a two-dimensionaldynamic neural field model of the
superior colliculus
[Link]
Jason Satel, Farzaneh S. Fard, Zhiguo Wang and Thomas P. Trappenberg ...... 27
Context-Based Information Retrieval in Risky Environment
[Link]
Djallel Bouneffouf ...... 33
Temporal Decision Tree and Interpretable Temporal Rules: J48 and FuzzyCognitive Maps Approach
[Link]
Shih Yin Ooi, Shing Chiang Tan and Wooi Ping Cheah ...... 41
Training for Life: Designing a Game to Engage Younger People in aPsychological Counselling
[Link]
G. Hookham, M. Deady, F. Kay-Lambkin and K. Nesbitt ...... 1
Robot Assisted Language Learning through Games: A Comparison ofTwo Case Studies
[Link]
O. Mubin, S. Shahid and C. Bartneck ...... 9
An Approach of Assistance of Learner's Annotative Activity throughWeb Services
[Link]
A. Kalboussi, O. Mazhoud, N. Omheni and A. H. Kacem ...... 15
Interactive Learning Devices for the New Media Exhibition RebuildingtheTong-an Ships in National Palace
Museum
[Link]
I.-J. Tsai and J.-M. Yang ...... 23
Interactive Storytelling: How Picture Book Conventions InformMultimedia Book App Narratives
[Link]
B. Sargeant ...... 29
The Impact of Creative Potential through Game Play Experiences
[Link]
W. Inchamnan ...... 37
Risk Management in the Australian Stock Market using Artificial Neural Networks
[Link]
Bjoern Krollner, Bruce Vanstone and Gavin Finnie ...... 1
Using Frequent Max Substring Technique for Thai Text Indexing
[Link]
Todsanai Chumwatana, Kok Wai Wong and Hong Xie ...... 13
WiiFitChair: A Chair-based Interface for Hands-free Remote Camera Control
[Link]
Dingyun Zhu and Tom Gedeon ...... 29
Fuzzy Output Error
[Link]
Tom Gedeon, Leana Copeland and Sumudu Mendis ...... 37
A Multi-Layer Hybrid Particle Swarm Optimization Model for Flow Shop Scheduling Problem
[Link]
Xue-Feng Zhang, Bin Tong, Miyuki Koshimura, Hiroshi Fujita and Ryuzo Hasegawa ...... 1
Ensemble Separable Recurs ive Techniques for MLP Networks
[Link]
Vijanth S. Asirvadam and Sean F. McLoone ...... 7
Personalized Modeling based Gene Selection for acute GvHD Gene Expression Data Analysis: aComputational
Framework Proposed
[Link]
Maurizio Fiasché, Maria Cuzzola, Pasquale Iacopino, Nik Kasabov and Francesco C. Morabito ...... 13
Teacher-directed learning in view-independent face detection with mixture of experts usingCortex-Like
Features
[Link]
Zeinab Farhoudi, Soheil Faridi, Reza Ebrahimpour and Saeed Setayeshi ...... 19
Expression Invariant Face Recognition Using Biologically Inspired Features from VisualCortexMechanism
[Link]
Afra Vahidi Shams, Soheil Faridi, Seyed-Mahdi Khaligh Razavi, Reza Ebrahimpour and andMehrdad ......
25
Semantic SLAM Model for Autonomous Mobile Robots using Content Based Image RetrievalTechniques: A
Performance Analysis
[Link]
Choon Ling Tan, Simon Egerton and Velappa Ganapathy ...... 30
Real-Time Road Sign Recognition
[Link]
Yok-Yen Nguwi, Teik-Toe Teoh, Insu song and Siu-Yeung Cho ...... 36
Analyzing differences between Gabor functions and ICA Filters learned from natural scenes
[Link]
André Cavalcante, Fausto Lucena, Allan Kardec Barros, Yoshinori Takeuchi and NoboruOhnishi ...... 41
Identification of abnormality from Endoscopic Color Images using Normalized cuts
[Link]
Ravindra S. Hegadi ...... 46
Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions
[Link]
Chao Zhang and Dacheng Tao ...... 1
Speaker Verification using Weighted Local MFCC Features Extracted by Minimum VerificationError Learning
[Link]
Shunsuke Sakai, Toru Nozaki and Keisuke Kameyama ...... 7
Topological Collaborative Clustering
[Link]
Nistor Grozavu and Younès Bennan ...... 13
Subspace Ensembles for Face Recognition
[Link]
Mahdi Tabassian, Reza Ghaderi and Reza Ebrahimpour ...... 19
A Novel Approach Based on Fusion of Three Neural Experts for Handwriting Recognition
[Link]
Hong Lee, Brijesh Verma and MinYeop Park ...... 25
A hybrid ART-RBF Network Architecture for Viewpoint Invariant Human Activity Recognition
[Link]
Zaw Zaw Htike, Simon Egerton and Kuang Ye Chow ...... 31
Subspace-Based L2 Support Vector Machines
[Link]
Takuya Kitamura and Shigeo Abe ...... 38
Supervised Similarity-Based Classification using a Generative Graph-Based Model
[Link]
Andrew Skabar ...... 41
Estimation of arm force direction during isometric muscle contraction with fNIRS
[Link]
Taiki Ishii, Shuichi Matsuzaki and Yasuhiro Wada ...... 1
An Investigation on Two Surrogate-based EAS
[Link]
Maumita Bhattacharya ...... 7
Automated Scoring System for Liver Fibrosis Diagnosis with Second Harmonic GenerationMicroscopy
[Link]
Shuoyu Xu, Dean C.S. Tai, Peter T.C. So, Hanry Yu and Jagath C. Rajapakse ...... 13
Effects of Prior Knowledge on Multi-Agent Reinforcement Leaning System to Find Courses ofships
[Link]
Takeshi Kamio, Kunihiko Mitsubori, Takahiro Tanaka, Hisato Fujisaka and Kazuhisa Haeiwa ...... 18
FPGA-based Circuit for Central Pattern Generator in Quadruped Locomotion
[Link]
Jose Hugo Barron-Zambrano, Cesar Torres-Huitzil and Bernard Girau ...... 24
Advanced Random Subspace Method(ARSM) for Accurate Cancer Classification
[Link]
Sun-Wook Choi and Chong Ho Lee ...... 30
Markerless Image-Patient Registration using WAP-ICP
[Link]
Hui-yuan Hsieh, Chung-Hsien Huang, Jiann-Der Lee and Shih-Tseng Lee ...... 35
Improving the analysis of hydrofoils undergoing cavitation by using artificial neuralnetworks
[Link]
Anne Gosset, Vicente Díaz Casás, Richard J. Duro and Fernando López Peña ...... 41
LCART: Lightweight Congestion Aware Reliable Transport Protocol for WSN Targeting Heterogeneous Traffic
[Link]
Atif Sharif, Vidyasagar M. Potdar and A.J.D. Rathnayaka ...... 1
Nonnegative DEDICOM Based On Tensor Decompositions for Social Networks Exploration
[Link]
Anh Huy Phan, Andrzej Cichocki and Thanh Vu-Dinh ...... 10
Damped Newton Iterations for Nonnegative Matrix Factorization
[Link]
Rafal Zdunek, Anh Huy Phan and Andrzej Cichocki ...... 16
Adaptive identification of landmine class by evaluating the total degree of conformity ofring-SOMweights
in a ground penetrating radar system
[Link]
Yukimasa Nakano and Akira Hirose ...... 23
QoS-oriented Resource Allocation and Scheduling of Multiple Composite Web Services in aHybridCloud Using
a Random-Key Genetic Algorithm
[Link]
Lifeng Ai, Maolin Tang and Colin Fidge ...... 29
Label Ranking with Semi-Supervised Learning
[Link]
Wei Wang and Irwin King ...... 35
Representation of a Memorized Target in Allocentric Coordinates
[Link]
Misako Komatsu and Eizo Miyashita ...... 41
An Analysis of Bayesian Bagging Prediction for Improving Generalization Performance
[Link]
Shuichi Kurogi, Kenta Harashima and Nozomi Shibata ...... 46
Simultaneous Learning of Several Bayesian Discriminant Functions by a Neural Network withAdditional
Nodes
[Link]
Yoshifusa Ito, Hiroyuki Izumi and Cidambi Srinivasan ...... 1
Sliding-Window Moving Average Learning for System with Lossy Packets
[Link]
V.S. Asirvadam, MJ.O Elamin, N. Saad and S. F. McLoone ...... 8
Stock Forecasting with Feedforward Neural Networks and Gradual Data Sub-Sampling
[Link]
Shekhar Gupta and Lipo Wang ...... 14
A Discrete Hardware Artificial Neural Network with AVR Microcontroller
[Link]
Abdolreza Joghataie and Saber Avestakh ...... 18
An Exponential Family Extension to Principal Component Analysis
[Link]
Jun Li and Dacheng Tao ...... 23
A New Iterative Identification Scheme for Hammerstein Systems with Support Vector MachineBased on
Biconvex Optimization
[Link]
Guoqi Li, Changyun Wen and Wei Xing Zheng ...... 29
Phase Transition of Variational Bayes Learning in Bernoulli Mixture
[Link]
Daisuke Kaji, Kazuho Watanabe and Sumio Watanabe ...... 35
Global Robust Stability of Dynamical Neural Networks with Time Delays
[Link]
Ruya Samli and Sabri Arik ...... 41
Mind Flipper: An EEG-based Brain Computer Interface for Page-turning during Presentation
[Link]
Yunjun Nam, Hyohyeong Kang, Qibin Zhao, Andrzej Cichocki and Seungjin Choi ...... 1
Modeling of Car Driver Cognitive Process Based on Hazard Perception In Front of Car
[Link]
Kazutaka Kouda, Takashi Omori, Koichiro Yamauchi and Satoru Ishikawa ...... 7
An EEG-based Self-Constructed Neural Fuzzy System to Estimate Driver's Cognitive State
[Link]
Shi-An Chen, Fu-Chang Lin, Tzu-Kuei Shen, Li-Wei Ko, Tzyy-Ping Jung and Chin-Teng Lin ...... 13
Effect of Numeric Order on Subjective Duration of Following Stimulus
[Link]
Tomomitsu Herai and Ken Mogi ...... 19
Enhancing Performance of SVM-Based Brain-Computer Interface Systems
[Link]
Tuan Hoang, Phuoc Nguyen, Trung Le, Dat Tran and Dharmendra Sharma ...... 24
A method for visual model learning during tracking
[Link]
Miranda Grahl, Frank Joublin and Franz Kummert ...... 28
A Model of Binding Concepts to Spoken Names
[Link]
Andrew P. Papliński, Lennart Gustafsson and William M. Mount ...... 1
Coarse Image Region Segmentation in Spatio-Temporal Domain using a Region-based CoupledMRF Model with
Phase Dynamics
[Link]
Kazuki Nakada, Kenji Matsuzaka and Takashi Morie ...... 6
Adaptive selection of learning strategy for autonomous sequence learning in rats
[Link]
Masato Hoshino, Hiroshi Tsujino and Kenji Doya ...... 12
Effect of Overlap among Memory Patterns in Delay Feedback Control of Chaotic Neural NetworkModel
[Link]
Kouta Teramoto, Jousuke Kuroiwa, Hisakazu Ogura, Tomohiro Odaka, Haruhiko Shirai and andIzumi ......
17
A Visual Attention Model for Omnidirectional Images
[Link]
AmirHossein Habibian, Ali Borj, Majid Nili Ahmadabadi and Babak Nadjar Araabi ...... 23
Cross Lingual Opinion Analysis via Transfer Learning
[Link]
Jun Xu, RuifengXu, Yuxin Ding, Xiaolong Wang and Chunyu Kit ...... 28
Integration of Visual Scenes and Motion Signals by Entorhinal Grid Cells During SpatialImagery
[Link]
Naoyuki Sato ...... 1
Interfacing Real-Time Spiking I/O with the SpiNNaker neuromimetic architecture
[Link]
Sergio Davies, Cameron Patterson, Francesco Galluppi, Alexander D. Rast, David Lester and andSteve B.
Furber ...... 7
Spike-time robotics: a rapid response circuit for a robot that seeks temporally varyingStimuli
[Link]
Janet Wiles, David Ball, Scott Heath, Chris Nolan and Peter Stratton ...... 12
Neural network model for hierarchical processing of face information in inferior temporalcortex
[Link]
Yuichiro Yamada and Yoshiki Kashimori ...... 18
Probabilistic Evolving Spiking Neural Network Optimization Using Dynamic Quantum-inspiredParticle Swarm
Optimization
[Link]
Haza Nuzly Abdull Hamed, Nikola Kasabov and Siti Mariyam Shamsuddin ...... 23
Statistical Calibration Method for Physiological Ca2+ Fluorescence Signals
[Link]
Takamasa Tsunoda, Yoshiaki Oda, Toshiaki Omori, Masato Okada, Masashi Inoue, HiroyoshiMiyakawa and
Toru Aonishi ...... 29
Izhikevich Neuron Model and its Application in Pattern Recognition
[Link]
Roberto A. Vázquez ...... 35
Stockmarket Trading using Fundamental Variables and Neural Networks
[Link]
Bruce Vanstone, Gavin Finnie and Tobias Hahn ...... 41
Editorial: Computational Advances in Bioinformatics
[Link]
Jonathan H. Chan and Asawin Meechai ...... 1
Validation of Merging Techniques for Cancer Microarray Data Sets
[Link]
Jonatan Taminau, Stijn Meganck, David Y. Weiss-Solis, Wilma C.G. van Staveren, GenevièveDom, David
Venet, Hugues Bersini, Vincent Detours and Ann Nowé ...... 4
Fuzzy ARTMAP and a Hybrid Chaos Genetic Algorithm for Medical Pattern Classification
[Link]
Chin Sing Loo, Shing Chiang Tan and Chee Peng Lim ...... 12
Development of a Block—based Palmprint Recognition Methodology Using the Discrete CosineTransform
[Link]
H. Kipsang Choge, Tadahiro Oyama, Stephen Karungaru, Satoru Tsuge and Minoru Fukumi ...... 22
Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers
[Link]
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk and Omid Dehzangi ...... 32
Motif Recognition Using LVQ Classifiers with Overlap-based Similarity Metrics
[Link]
Hai Thanh Do and Dianhui Wang ...... 41
Ontology Based Personalized Modeling for Chronic Disease Risk Analysis: AnIntegrated Approach
[Link]
Anju Verma, Nikola Kasabov, Elaine Rush and Qun Song ...... 1
Modelling Climate Change Effects on Wine Quality based on Expert OpinionsExpressed in Free-text Format:
the WEBSOM Approach
[Link]
Subana Shanmuganathan and Philip Sallis ...... 9
Frost Prediction Characteristics and Classification using Computational NeuralNetworks
[Link]
Philip Sallis, Mary Jarur and Marcelo Trujillo ...... 19
Web Search Engines A Basis For Term Evaluation
[Link]
Sukanya Manna and Tom Gedeon ...... 28
Experimental Evaluation of Approaches for Long Term Prediction of HumanMovement Trajectories
[Link]
Sven Hellbach, Julian P. Eggert, Edgar Körner and Horst-Michael Gross ...... 41
3D Object Recognition Based on Some Aspects of the Infant Vision System andAssociative Memory
[Link]
Roberto A. Vázquez, Humberto Sossa and Beatriz A. Garro ...... 51
Learning to Play Othello with N-Tuple Systems
[Link]
Simon M. Lucas ...... 1
Homura IDE, an Integrated Java Game Development Platform
[Link]
Abdennour El Rhalibi, Madjid Merabti, Paul Fergus, Yuanyuan Shen and Marc Price ...... 21
A Survey on Network Game Cheats and P2P Solutions
[Link]
Steven Daniel Webb and Sieteng Soh ...... 34
Dynamic Assignment of Zones to Servers for Large-Scale Distributed Virtual Environments
[Link]
Jian Guo and Suiping Zhou ...... 44
A sequence Based Recommender System for Learning Resources
[Link]
Dean Cummins, Kalina Yacef and Irena Koprinska ...... 49
Information Access Efficiency: A Measure and A case Study
[Link]
Shijian Lu and Cécile Paris ...... 57
Comparing XML-IR Query Formation Interfaces
[Link]
Alan Woodley, Shlomo Geva and Sylvia Lauretta Edwards ...... 64
InexBib – Retireving XML elements based on external evidence
[Link]
Alexander H. Krumpholz ...... 72
Element Retrieval Using a Passage Retrieval Approach
[Link]
Weihua Huang, Andrew Trotman and Richard O’Keefe ...... 80
Differentiating Document Type and Author Personality from Linguistic Features
[Link]
Scott Nowson and Jon Oberlander ...... 84
Dual Interactive Information Retrieval
[Link]
Vitaliy Vitsentiy ...... 89
Enhanced web-based translation extraction for English-Chinese CLIR
[Link]
Chengye Lu, Yue Xu and shlomo Geva ...... 90
Some Observations on User Search Behavior
[Link]
YuYe Zhang and Alistair Moffat ...... 1
Examining the Pseudo-Standard Web Search Engine Results Page
[Link]
Andrew Turpin, Falk Scholer, Bodo Billerbeck and Larry A. Abel ...... 9
Improving Ranking in Samll-scale Web Search Using Click-implied Descriptions
[Link]
David Hawking, Tom Rowlands and Matt Adcock ...... 17
My Instant Expert
[Link]
George Ferizis and Peter Bailey ...... 25
Preliminary Investigations into Ontology-based Collection Selection
[Link]
J.D.King, Y.Li, P.D Bruza and R.Nayak ...... 33
Document-related Awareness Elements in Synchronous Collaborative Authoring
[Link]
Gitesh K. Raikundalia and Hao Lan Zhang ...... 41
A Comparative Study of Public Domain Supervised Classifier Performance on the UCI Database
[Link]
Peter W. Eklund and A. Hoang ...... 1
IEMS — An Approach that Combines Hand Crafted Rules with Learnt Instance Based Rules
[Link]
Eric McCreath, Judy Kay and Elisabeth Crawford ...... 40
The Design and Implementation of a Knowledge-Based Guide System in an Intelligent MultipleObjective
Group Decision Support System
[Link]
J. Lu and M.A. Quaddus ...... 54
A Neural Network Abductive Model
[Link]
Yue Xu, Kankana Chakrabarty and Chengqi Zhang ...... 71
Measurement of Level-of-Satisfaction of Decision Maker in Intelligent Fuzzy- MCDM Theory: AGeneralised
Approach
[Link]
Pandian Vasant, Arijit Bhattacharya and Ajith Abraham ...... 181
Fuzzy Signature for Complex Decision Model
[Link]
Kok Wai Wong, Tamás D. Gedeon, Alex Chong and László T. Kóczy ...... 193
A Monitoring System of Drill Wear States Using A Hybrid Neural Network
[Link]
Vishy Karri and Tossapol Kiatcharoenpol ...... 200
A Parallel FPGA-Based Implementation of the Discrete Wavelet Transform
[Link]
Ali Al-Haj ...... 206
Extending the Recommendation Architecture for Text Mining
[Link]
Uditha Ratnayake, Tamás D. Gedeon and Nalin Wickramarachchi ...... 212
INTELLIGENT TECHNOLOGIES
Utilization of Keyword Map for Intelligent Web Interaction based on Refrieval, Browsing,
AnalysisOperations
[Link]
Yasufumi Takama and Tomoki Kajinami ...... 97
A Dual Style of Fuzzy Wavelet Based on Fuzzy Relational Structure and Its Application to
ImageCompression/ Reconsfrucüon
[Link]
Hajime Nobuhara and Kaoru Hirota ...... 105
Relevance Feedback and Intelligent Technologies in Content-based ImageRetrieval System for Medical
Applications
[Link]
Kien Ping Chung and Chun Che Fung ...... 113
A hierarchical text categorization approach and its application to FRT expansion
[Link]
Domonkos Tikk, György Biró and Jae Dong Yang ...... 123
Toward a Fuzzy Thesaurus Based on Similarity in Fuzzy Covering
[Link]
Rolly Intan and Masao Mukaidono ...... 132
Similarity Relations Based on Uniqueness Measure
[Link]
Masashi Emoto, Rolly Intan, Manami Matsumoto and Masao Mukaidono ...... 140
Using Memetic Algorithms For Fuzzy Modelling
[Link]
Ning Zhu, Yew Soon Ong, Kok Wai Wong and Kiam Tian Seow ...... 147
Approximation capability of TP model forms
[Link]
Domonkos Tikk, Péter Baranyi, Ron J. Patton and József K. Tar ...... 155
Ontological Network System Construction from the Interaction between Robots and Human
[Link]
Eri Sato, Toru Yamaguchi and Fumio Harashima ...... 164
Dynamic Programming Approach to Image Segmentationand it's Application to Pre-Processing Mammograms
[Link]
W.T. Hung, H. Nguyen, B.S. Thornton and Y.Zinder ...... 51
Multi-Resolution Neural Networks for Handwritten Digit Recognition
[Link]
G. Heald, A. Harvey and A. Jennings ...... 57
Non-Rigid Image Registration and the Use of Mutual Information
[Link]
C. Fookes and M. Bennamoun ...... 65
FUZZY SYSTEMS
Sparse Fuzzy System Generation By Cluster Estimation: A Projection Based Approach
[Link]
A. Chong, K.W. Wong, T.D. Gedeon and L.T. Koczy ...... 82
Using Consensus Ensembles to Identify Suspect Data
[Link]
David Clark ...... 1
The Machine Intelligence Hex Project - An Overview
[Link]
K. Chalup and D. Mellor ...... 6
Current Al in Games: A review
[Link]
P. Sweetser and J. Wiles ...... 24
FUZZY SYSTEMS
Classification of Human Gestures Using Temporal Templates and Artificial Neural Networks
[Link]
A. Sharma, D. K. Kumar, S. Kumar and N. McLachlan ...... 43
ARTIFICIAL INTELLIGENCE
A Novel Approach to Personalized Product Filtering in Electronic Commerce
[Link]
Zheng Wang and Chee-Kheong Siew ...... 81
Emergent information systems - the role of adaptive agents
[Link]
Nathan T. Clapham, David G. Green and Michael Kirley ...... 96
Domain Ontology Guided Feature-Selection for Document Categorization
[Link]
Bill B. Wang, R.I. (Bob) McKay, Hussein A. Abbass and Michael Barlow ...... 102
FUZZY SYSTEMS
Saturation of a-cut based fuzzy interpolators
[Link]
Domonkos Tikk ...... 110
GENETIC ALGORITHMS
Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming
[Link]
N.X. Hoai, R.I. McKay and D. Essam ...... 114
Multi-Layered Genetic Algorithm for Maintenance Scheduling With Multiple Parameters
[Link]
G. Kelareva and M. Negnevitsky ...... 122
IMAGE PROCESSING
A Distribution-Based Face/ Non-Face Classification Technique
[Link]
Son Lam Phung, Douglas Chai and Abdesselam Bouzerdoum ...... 132
NEURAL NETWORKS
Anti-correlation: A Diversity Promoting Mechanism in Ensemble Learning
[Link]
R.I. (Bob) McKay and Hussein A. Abbass ...... 139
FUZZY SYSTEMS
Fuzzy Genetic Algorithms with Fuzzy Solutions
[Link]
Jinglan Zhang, Binh Pham and Phoebe Chen ...... 1
Subspace Identification with Cylindricity-Based Clustering For Hierarchical Fuzzy SystemConstruction
[Link]
A. Chong, T. Cedeon, L.T. Koczy and K.W. Wong ...... 11
A Relaxation Based Edge Detection System Using Fuzzy Reasoning
[Link]
Jaeger McCallum, Chun Che Fung and Douglas Myers ...... 21
Embedded Smart Controller for an Industrial Reefer Refrigeration
[Link]
Leon Reznik and Shane Spiteri ...... 28
NEURAL NETWORKS
Prediction of Thrust and Torque in Drilling Using ConventionalAnd Feedforward Neural Networks
[Link]
Vishy Karri and Tossapol Kiatcharoenpol ...... 33
Intelligent Data Mining for Customer Relationship Managment
[Link]
K.W. Wong, B. Griner, W.R. Dillon and T.D. Gedeon ...... 39
GENETIC ALGORITHMS
An Investigation of Fitness Sharing in Genetic Programming
[Link]
R.I. (Bob) McKay ...... 46
A Comparative Study of Different Penalty Function-Based Genetic Algorithms for ConstrainedOptimization
[Link]
Ruhul . Sarker ...... 55
ARTIFICIAL INTELLIGENCE
Computer Games with Intelligence
[Link]
Daniel Johnson and Janet Wiles ...... 61
FUZZY SYSTEMS
Representation, Ranking, Distance, and Similarity of L-RType Fuzzy Number and Application
[Link]
Shan Huo Chen and Chih Hsun Hsieh ...... 217
GENETIC ALGORITHMS
A Hybrid GA to Solve Non-linear Mixed Integer Programming programs: An Efficient Method forReliability
System Design
[Link]
Changyoon Lee and Mitsuo Gen ...... 230
NEURAL NETWORKS
A Supervised Neural Network Based on the Cerebellum
[Link]
Robert Ollington and Peter Vamplew ...... 242
Multiobjective Neural Techniques for Finding Software Task Allocations in Multiple ComputerSystems
[Link]
Jerzy Balicki ...... 249
ARTIFICIAL INTELLIGENCE
A Computer Simulation of the Acquisition of Childhood Arithmetic Procedures
[Link]
Julieanne van Zyl and Dan Corbett ...... 129
EXPERT SYSTEMS
Improvement and Implementation of Critical Diagnosis Reasoning
[Link]
Yue Xu and Chengqi Zhang ...... 143
FUZZY SYSTEMS
Learning Robot Behaviours by Extracting Fuzzy Rules from Demonstrated Actions
[Link]
Koren Ward, Alexander Zelinsky and Phillip McKerrow ...... 154
IMAGE PROCESSING
Tutorial in Data Parallel Image Processing
[Link]
Thomas Bräunl ...... 164
Robust Lip Tracking using Active Shape Models and Gradient Vector Flow
[Link]
Simon Lucey, Sridha Sridharan and Vinod Chandran ...... 175
NEURAL NETWORKS
Detection of Signal Features Using Neural Network-based Multi-Type Orthogonal Wavelets
[Link]
Moussa Abdallah, Souheil Odeh and Jafar Al-Hasani ...... 180
SIGNAL PROCESSING
A Systolic Array Architecture for Wavelet-Based Time-Delay Estimation
[Link]
Moussa Abdallah, Souheil Odeh and Samir Shaltaf ...... 192
GUEST EDITOR'S INTRODUCTION
AJIIPS Special Issue: Self-organisation and self-organising neural networks
[Link]
Professor Tamás (Tom) D. Gedeon (Guest Editor) ...... 63
Recognition of Hand-Gestures Based on Self-Organization Using a DataGlove
[Link]
Masumi Ishikawa ...... 65
Clustering by SOM (Self-Organizing Maps), MST (Minimal Spanning Tree) and MCP (Modified
CounterPropagation)
[Link]
K. Obu-Cann, K Fujimmura and H. Tokutaka ...... 72
Coloring that Reveals Cluster Structures in Multivariate Data
[Link]
Samuel Kaski, Jarkko Venna and Teuvo Kohonen ...... 82
Self-organising Maps Use for Intelligent Data Analysis
[Link]
Doug Myers, Kok Wai Wong and Chun Che Fung ...... 89
New Method for Measuring the Topology Preservation Of Self-organizing Feature Maps
[Link]
Sadayuki Murashima, Masayuki Kashima and Takayasu Fuchida ...... 97
A General Hebbian Learning for Nonlinear Neuron with Application To Laterally
InterconnectedSynergetically Self-organizing Map
[Link]
Bai-ling Zhang and T.D. Gedeon ...... 105
A Multi-prototype classifier and its application to remotely sensed image analysis
[Link]
Nikhil R. Pal and Arijit Laha ...... 110
Efficient Volume Rendering of 3D Medical Data on parallel Computers
[Link]
Hong Xie ...... 6
Shape Capture, Analysis and Registration
[Link]
Rosalind Sadleir ...... 12
An Animated Model of the Knee Joint
[Link]
Michelle Davies and Christopher J. S. deSilva ...... 18
Segmenting the Breast Border and Nipple on Mammograms
[Link]
Ramachandran Chandrasekhar and Yianni Attikiouzel ...... 24
Compression of Images of the Cornea and Retina for Telemedicine
[Link]
Robert H Eikelboom, Kanagasingam Yogesan and Christopher J Barry ...... 30
Texture Classification based on Cooccurrence of Gray level Run Length Matrices
[Link]
Fritz Albregtsen and Brigitte Nielsen ...... 38
Quantitative Description of Spatially Homogeneous Textures by CharacteristicGrey Level Co-Occurrences
[Link]
Georgy Gimel'farb ...... 46
Wavelet-Based Energy Binning Cepstral Features For Automatic Speech Recognition
[Link]
Sankar Basu and Stéphane H. Maes ...... 239
Markov Random Field Modeling for Speech Recognition
[Link]
Guillaume Gravier, Marc Sigelle and Gérard Chollet ...... 245
Probabilistic Modeling with Bayesian Networks for Automatic Speech Recognition
[Link]
Geoffrey Zweig and Stuart Russell ...... 253
The Integration and Training of Arbitrary-Order HMMS
[Link]
J.A. du Preez and D.M. Weber ...... 261
Use of High-Level Linguistic Constraints for Constructing Feature-Based Phonological Model in
SpeechRecognition
[Link]
Jiping Sun and Li Deng ...... 269
Improvements in Neural-Network Training and Search Techniques for Continuous Digit Recognition
[Link]
John-Paul Hosom, Ronald A. Cole and Piero Cosi ...... 277
Applying Modular Neural Networks to Speech Recognition: A Decomposition by Phone
[Link]
Ednaldo B. Pizzolato and T. Jeff Reynolds ...... 285
Fuzzy Gaussian Mixture Models for Speaker Recognition
[Link]
Dat Tran and Michael Wagner ...... 293
CONNECTIONIST-BASED INFORMATION SYSTEMS
Evolving Fuzzy Neural Networks: Theory and Applications for On-line Adaptive Prediction, Decision
Makingand Control
[Link]
Nikola Kasabov ...... 154
Self-Organization in Networks of Spiking Neurons
[Link]
Dorel M. Sala and Krzysztof J. Cios ...... 161
Neural Network Approach for Eigen-Decomposition of a Matrix
[Link]
Ying Tan, Chao Deng and Zhen-Ya He ...... 171
Self-organising neural networks- their application to real-world problems
[Link]
A.W.G Duller ...... 175
Applications of Self-Organising Maps to a Chemical Analysis
[Link]
Heizo Tokutaka, Kikuo Jujimura, Kazuyuki Iwamoto, K. Obu-Cann, Satoru Kishida and kazuhiro Yoshihara
...... 181
Genetic Synthesis of a Neural Network for Rainfall and Temperature Estimations
[Link]
John McCullagh, Belinda Choi and Kevin Bluff ...... 187
Neural Expert System for Loading of Overhead Lines
[Link]
Michael Negnevitsky and Tan Loc Le ...... 194
Application of Fuzzy Neural Networks to Evaluate an AutomatedImage Registration System
[Link]
Steven A. Israel ...... 200
Parallelization methods for Neural Networks on different environments: Advantages and Disadvantages
[Link]
Alexandra I. Cristea and Toshio Okamoto ...... 208
Using Rough Sets to study expert behaviour in induction of labour
[Link]
D.T. Parry, W.K. Yeap and N. Pattison ...... 219
FUZZY SYSTEMS
Analyzing Fuzzy Risk Evaluation with Function Principle
[Link]
Chih-Hsun Hsieh and Shan-Huo Chen ...... 72
NEURAL NETWORKS
Neural Network Approach for the Classification of Heart Disease Data
[Link]
R. Jain and J. Mazumdar ...... 86
Recognition of Sign Language Gestures using Neural Networks
[Link]
Peter Vamplew and Anthony Adams ...... 94
A Real-Time System for the Classification of Sheep Feeding Phases fromAcoustic Signals of Jaw Sounds
[Link]
Anthony Zaknich and Sue K. Baker ...... 103
IMAGE PROCESSING
Suitability of Non-Parametric Stereo Matching Algorithms for Mining Automation
[Link]
Jasmine Banks, Mohammed Bennamoun, Kurt Kubik and Peter Corke ...... 111
A New Linear Post-Filtering Technique to Reduce Transform CodingBlock-Edge Artifact at Low Bit Rates
[Link]
S. Suthaharan and H.R. Wu ...... 120
SIGNAL PROCESSING
A Software Package for 2-D Scattering Feature Extraction in Wide-BandStepped-Frequency Radar
[Link]
Thuong Le-Tien and Thong Dinh Nguyen ...... 129
NEURAL NETWORKS
Support Vector Methods in Learning and Feature Extraction
[Link]
Bernhard Schölkopf, Alex Smola, Klaus-Robert Müller and Chris Burges andVladimir Vapnik ...... 3
Static and Dynamic Modelling Of Materials Forging
[Link]
Coryn Bailer-Jones, David MacKay, Tanya Sabin and Philip Withers ...... 10
Feedback Neural Network Implementation of Channel Packing
[Link]
D. Tissainayagam, D. Everitt and M. Palaniswami ...... 18
The QAMC Project: A case study of neural networks for medicalrisk prediction
[Link]
D.R. Lovell, B. Roaario, M. Niranjan, R. W. Prager, K. J. Dalton, R. Derom and J. Chalmers ...... 24
An Adaptive Learning Vector Quantisation Algorithm for ClusterAnalysis and Radar Pulse Train
Deinterleaving
[Link]
Stephen Elton ...... 29
A Self-Organizing Map for Extracting Features Of Chromosomes inMicroscopy Images
[Link]
Phuong Thuc Anh Nguyen, Raniero Romagnoli, Pal Fekete, Matthew Arnison, Ling Guan and Carol Cogswell
...... 34
TDLeaf(λ): Combining Temporal Difference Learning with Game-Tree Search
[Link]
Jonathan Baxter, Andrew Tridgell and Lex Weaver ...... 39
Catastrophic forgetting and 'pseudorehearsal' in linear networks
[Link]
Marcus Frean and Anthony Robins ...... 44
New method for analyzing the synchornization of synaptic input andspike output in neural systems
[Link]
A.N. Burkitt and G.M. Clark ...... 50
On the Effects of Crosstalk in a Superposition Of Synfire Chains
[Link]
Chris Trengove ...... 55
INTELLIGENT AND EVOLUTIONARY SYSTEMS
What makes a good co-evolutionary learning environment?
[Link]
Alan D. Blair and Jordan B. Pollack ...... 166
Negatively Correlated Neural Networks Can Produce Best Ensembles
[Link]
Yong Liu and Xin Yao ...... 176
Does Parent Matching Work for Constrained Optimisation?
[Link]
Robert Hinterding and Zbigniew Michalewicz ...... 186
Coevolutionary searching method by double-layered population with genetic information exchange
[Link]
Hisashi Handa, Osamu Katai, Norio Baba and Tetsuo Sawaragi ...... 196
An Anytime Algorithm for Scheduling of Aircraft Landing Times Using Genetic Algorithms
[Link]
Vic Ciesielski and Paul Scerri ...... 206
Comparative Studies on Encoding Methods of GA for Open Shop Scheduling
[Link]
Yasuhiro Tsujimura, Mitsuo Gen, Runwei Cheng and Tomomichi Momota ...... 214
Spanning Tree-based Genetic Algorithm for Bicriteria Transportation problem with Fuzzy Coefficients
[Link]
Yin-Zhen Li and Mitsuo Gen ...... 220
Emergent Collective Behaviours and Evolution in a Group Of Rational Agents
[Link]
Akira Namatame ...... 230
Evolutionary Operators for Constrained Continuous Optimal Control and High Dimensional
ConstrainedOptimisation Problems
[Link]
S.F. Smith and R.J. Stonier ...... 240
Evolutionary Programming Based Modelling Scheme for Fuzzy Systems
[Link]
B.L Wu and X.H Yu ...... 249
Terrain Traversal by Genetic Algorithms
[Link]
J.C. Leeming and X. Yao ...... 258
ARTIFICIAL INTELLIGENCE
A Framework for the Management of Uncertainty in Intelligent Robotic Systems
[Link]
Micheal Pasquier ...... 83
FUZZY SYSTEMS
Controller Development with a Rapid Prototyping Shell
[Link]
Pushkar Piggott and Phillip J. McKerrow. ...... 102
NEURAL NETWORKS
Applying Neural Networks to Predict Corporate Failure in Australia
[Link]
Xiaodan Wu and Andrew Flitman ...... 111
CORGI: A Robot to Play Fetch
[Link]
Gordon Wyeth ...... 119
Learning of Sensory Motor Tasks by Autonomous Agent
[Link]
Kurt Malmstrom, Lance Munday and joaquin Sitte ...... 129
A Nonlinear Correlator Detector for Doppler Shifted Chirp Signals
[Link]
Anthony Zaknich ...... 142
ARTIFICIAL INTELLIGENCE
ILSNCC: A PROSPECTOR-Like Uncertain Reasoning Model
[Link]
Xudong Luo and Chengqi Zhang ...... 1
Overview of Noetica: A Knowledge Modelling Tool
[Link]
Stewart Smith, Svetha Venkatesh and Dorota Kieronska ...... 12
Project Appraisal: A Method Based on Approximate Analogical Reasoning
[Link]
Phillip N. Smith ...... 22
EVOLUTIONARY COMPUTING
Evolving Hash Functions using Genetic Algorithms
[Link]
Shane Richards and Gary Stafford ...... 37
NEURAL NETWORKS
A Single Processing Neuron for Estimating and Tracking Radar Pulse Train Parameters
[Link]
Gregory P. Noone and Stephen D. Howard ...... 45
The Gabriel Network Algorithm: Self-Organising Feature Maps with Adaptive Neighbourhood Topology
[Link]
Roberto Togneri ...... 52
EVOLUTIONARY COMPUTING
Classification Using Genetically-Evolved Connections
[Link]
John A. Fulcher ...... 1
IMAGE PROCESSING
New Skew Detection and Correction Algorithms
[Link]
Ricky Shiu and Adnan Amin ...... 10
Modelling OTHR Tracks for Association and Fusion
[Link]
M. Mohandes, R.E. Bogner, A. Cameron, G. Habermann and A. Bouzerdoum ...... 16
NEURAL NETWORKS
Self Organising Continuous Map: An Extension to Kohonen's Network With Application to
FunctionApproximation and Control
[Link]
Paul Hannah, Russel Stonier and Stephen Smith ...... 28
SIGNAL PROCESSING
Bayesian Detection of Chirp
[Link]
Christopher J.S. deSilva ...... 33
VIRTUAL REALITY
Navigating the Virtual Library: A Three-dimensional Browsing Interface for Information Retrieval
[Link]
William J. Rogers, Sally Jo Cunningham and Geoffrey Holmes ...... 43
NEURAL NETWORKS
A Monogate Network for Classifying Chess Positions
[Link]
George W. Atkinson ...... 1
Phoneme Recognition in Fluent Speech using Time-Delay and Fully Interconnected Neural Networks:
AComparison
[Link]
David B. Grayden and Michael S. Scordilis ...... 5
Target Identification using Neural Nets and C4.5
[Link]
Arthur Filippidis ...... 9
Using Neural Networks to Analyse Software Complexity
[Link]
Simon Field Neil Davey and Ray Frank ...... 14
FUZZY SYSTEMS
Robust Controllers with Fuzzy Tuning
[Link]
Quang P. Ha and M. Negnevitsky ...... 33
A Progressive Fuzzy Clustering Approach for the Detection of Linear Boundary and Comers
[Link]
P.T. Im, W.S Lee and M. Wingate ...... 42
ARTIFICIAL INTELLIGENCE
Detection of Anomalies of Hybrid Rule/Frame-based Expert Systems using Coloured Petri Nets
[Link]
Simon C.K. Shiu, James N.K. Liu and Daniel S. Yeung ...... 60
Indicators of Hidden Neuron Functionality: the Weight Matrix Versus Neuron Behaviour
[Link]
T.D. Gedeon ...... 1
Evaluating the Performance of Artificial Neural Networks Trained by Structural
[Link]
R. Kozma, A. Malinowski, J.M. Zurada and M. Kitamura ...... 10
Optimisation of Neural Network Parameters Using Genetic Algorithms
[Link]
B. Choi and K. Bluff ...... 16
The Match Tracking Anomaly and its Minimisation in the Fuzzy ARTMAP Neural Network
[Link]
G. Bartfai ...... 25
Neuro-Fuzzy Engineering for Spatial Information Processing
[Link]
N.K. Kasabov, M.K. Purvis, F. Zhang and G.L Benwell ...... 34
An Autonomous Robot Controller with Learned Behaviour
[Link]
R.L Smith and G.G. Coghill ...... 44
Learning to Play the Game of Go-Moku: A Neural Network Approach
[Link]
B. Freisleben and H. Luttermann ...... 52
Improved Learning Strategies for Multimodular Fuzzy Neural Network Systems: A Case Study on
ImageClassification
[Link]
S.A. Israel and N.K. Kasabov ...... 61
Application Of Artificial Neural Networks in Process Modelling and Control
[Link]
V. Karla and H. Bakker ...... 70
ARTIFICIAL INTELLIGENCE
Semi-Automated Knowledge Enhancement (SAKE) for Rule-Based Systems
[Link]
G. m Rosenwald, C. Liu, B. Wang, S. Muchlinski and D.J. Sobajic. ...... 4
Adaptive Pattern Recognition and Machine Learning of Sequences: Application to Power Distribution
[Link]
S.A. Shahrestani, J. Ypsilantis and H. Yee ...... 14
Towards Systematic Approximate Reasoning Methods in Power System Equipment Condition Monitoring
andReliability Analysis
[Link]
K. Tomsovic and B Baer ...... 23
FUZZY SYSTEMS
Fuzzy Logic Excitation and Speed Governing Control Systems for Stability Enhancement of Power Systems
[Link]
T. Hiyama and Y Ueki. ...... 32
Fuzzy Controller for Automatic Train Operations
[Link]
C.S. Chang and S.S. Sim. ...... 39
ARTIFICIAL NEURAL NETWORKS
Fault Diagnosis Using Neural Networks in HVDC Systems
[Link]
V.K. Sood, H.S. Chandrasekharaiah and L.L.Lai ...... 46
Fast Contingency Ranking Using Artificial Neural Networks
[Link]
K.L. Lo, L.J. Peng, J.F. MacQueen, A.O. Ekwue and D.T.Y. Cheng. ...... 57
Fast Prediction of System Voltage Instability Using Artificial Neural Networks
[Link]
D. Sutanto, Y.L. Zhu, W.R. Lachs and I.F. Morrison ...... 67
An Artificial Neural Network Approach to Transient Stability Assessment
[Link]
LB. Sing and W.K. Po ...... 75
EVOLUTIONARY COMPUTING
A Novel Application of Evolutionary Programming to Generator Parameter Estimation in a
Multi-MachineSystem
[Link]
L.L. Lai and J.T. Ma ...... 86
Multiple Stage Genetic Operation Applied to Generator Maintenance Scheduling
[Link]
K. Nara and H. Kim ...... 94
ARTIFICIAL NEURAL NETWORKS
Fuzzy Controller Design from a Practitioner's Point of View: The Review of Methodologies
[Link]
L. Reznik and A. Little. ...... 1
Neural Networks for Image Coding: A Review
[Link]
L. L. H. Andrew and M. Palaniswami. ...... 10
An Enhanced Neural Adaptive Control Scheme for Discrete-Time non-Affine Nonlinear Systems
[Link]
S. K. Mazumdar and C. C. Lim ...... 20
Artificial Neural Networks for Artery Tracking in Coronary Angiograms
[Link]
H. Hanna and D. Campbell ...... 28
ARTIFICIAL INTELLIGENCE
Solving the Quantification Problem in Animation Generation
[Link]
L. Ruqian, Z. Songmao, S. Haihu and Y. Lixin ...... 35
FUZZY SYSTEMS
Fuzzy Correspondence and Extension of Relations
[Link]
L. González and A. Marín ...... 46
GENETIC ALGORITHMS
Interactive Evolution of Mathematical Functions
[Link]
J. Graf ...... 56
ARTIFICIAL NEURAL NETWORKS
Olfactory Imaging: An Electronic Nose Using Tiered Artificial Neural Networks and Quartz
PiezoelectricGas Sensors
[Link]
B. W. Saunders, D. V. Thiel and A. Mackay-Sim ...... 1
Application of the Modified Probabilistic Neural Network to the Enhancement of Noisy Short Wave
RadioTime and Morse Code Signals
[Link]
A. Zaknich and Y. Attikiouzel ...... 9
ARTIFICIAL INTELLIGENCE
Automated Knowledge Acquisition for Diagnosis
[Link]
S. Sestito and S. Goss ...... 15
Dynamic Transitive Closure Algorithms
[Link]
J. Shao ...... 25
Constructing Hierarchical Abstractions for Qualitative Representations of Space and Time
[Link]
H. H. Bui, S. Venkatesh and D. Kieronska ...... 36
FUZZY SYSTEMS
Fuzzy Motion Estimation
[Link]
A. Z. Kouzani, A. Bouzerdoum and M. J. Liebelt ...... 46
Analysis and Design of Complex Control Systems - Heterogenous Model Methods
[Link]
S. G. Cao, N. W. Rees, G. Feng. and C. M. Cheng ...... 56
CORRECTION FROM VOL.2 NO.2
Supervised Learning for Self-Generating Neural Networks
[Link]
W. X. wen and H. Liu ...... 64
Morphological Restoration of Sparse Colour and Grey Scale Images
[Link]
A. L. Harvey and H. A. Cohen ...... 72
ARTIFICIAL NEURAL NETWORKS
Time Series Characterisation Schemes for the Modified Probabilistic Neural Network
[Link]
A. Zaknich and Y. Attikiouzel ...... 1
Supervised Learning for Self-Generating Neural
[Link]
W. X. wen and H. Liu ...... 12
ARTIFICIAL INTELLIGENCE
Changing Information States in Intelligent Information Systems
[Link]
M-A. Williams ...... 20
On Propositional Knowledge Base Updates
[Link]
Y. Zhang ...... 28
FUZZY SYSTEMS
Fuzzy Controller Design from a Practitioner's Point of View - Membership
[Link]
L. Reznik and J. Shi. ...... 38
SIGNAL PROCESSING
Speaker Identification with Concomitant Open and Closed Decision Boundaries
[Link]
P. Castellano and S. Sridharan ...... 47
Morphological Reconstruction of Sparse Colour and Grey Scale Images
[Link]
A. L. Harvey ...... 54
ARTIFICIAL NEURAL NETWORKS
Translation Invariant Pattern Recognition: A Real-time Artificial NeuralNetwork Architecture Based on
Biological Visual Spatial Attention
[Link]
P. Lozo, C. C. Lim and D. Nandagopal ...... 1
ARTIFICIAL INTELLIGENCE
An Experimental Knowledge Base of Simple Groups
[Link]
G. Butler and S.S. Iyer ...... 11
A Formal Description Technique for Verifying Redundancy andSubsumption in Expert Systems
[Link]
J. Liu ...... 24
GENETIC ALGORITHMS
Parallelising Genetic Algorithms for SIMD Architecture
[Link]
D. Ghazfan and B. Srinivasan ...... 36
IMAGE PROCESSING
Psychovisual Image Coding Using Wavelet Transform
[Link]
D. Gunawan and T. Nguyen ...... 45
APPLICATIONS
Artificial Intelligence in Network Management
[Link]
J. A. Smith and M. Fry ...... 53
ARTIFICIAL NEURAL NETWORKS
On Two Methods of Accelerating Learning in Feedforward Networks
[Link]
R.J. Gaynier and T. Downs ...... 1
Efficient Multichannel Image Recognition Using Feedforward Multiresolution Neural Networks
[Link]
D. Kalogeras and S. Kollias ...... 8
A Back-Propagation Adaptation Yielding a Ternary Output ANN with Limited Integer Weights
[Link]
G.R. Curkowicz and M.R. Haskard ...... 16
ARTIFICIAL INTELLIGENCE
A Comprehensive Synthesis Strategy for Conflict Resolutions in Distributed Expert Systems
[Link]
M. Zhang and C. Zhang ...... 21
Family Law, Natural Language Understanding and Al
[Link]
W.K. Yeap. ...... 29
GENETIC ALGORITHMS
An Introduction to Evolutionary Computation
[Link]
D.B. Fogel ...... 34
IMAGE PROCESSING
A Modified Lagrange's Interpolation for Image Reconstruction
[Link]
S. Suthaharan ...... 43
FUZZY SYSTEMS
Decision making and fuzzy set theory: Combining aggregated fuzzy sets toobtain integrated comprehensive
indices
[Link]
Ximing Sun, D.A. Thomas and P. W. Eklund ...... 1
Self-tuning Fuzzy Interface based on Spline-membership Function
[Link]
K Shimojima, T. Fukuda and F. Arai ...... 9
ARTIFICIAL NEURAL NETWORKS
Fast and Efficient Learning Algorithms for Feed-forward Neural Networks
[Link]
N.B. Karayiannis and A.N. Venetsanopoulos ...... 17
Using a priori Knowledge to Prestructure ANNs
[Link]
G. G. Lendaris and K. Mathia ...... 25
ARTIFICIAL INTELLIGENCE
Convex Predicates and Induction
[Link]
N. Y.Foo ...... 31
Generalised Gradients Versus Image Interpolation: A critical evaluation of two schemes for measurementof
Image motion
[Link]
M.V. Srinivasan ...... 41
GENETIC ALGORITHMS
Development of Parallel Genetic Algorithms
[Link]
K.P. Wong and Y. W. Wong ...... 51
APPLICATIONS
Maximum Entropy Estimation Applied to Breast Cancer Prognosis
[Link]
C.I. S. deSilva and Poh Lian Choong ...... 58