Abstract is missing.
- On the Optimization of Multiclass Support Vector Machines Dedicated to Speech RecognitionFreha Mezzoudj, Assia Benyettou. 1-8 [doi]
- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBFYangming Guo, Xiaolei Li, Guanghan Bai, Jiezhong Ma. 9-17 [doi]
- An Improved Method of Identification Based on Thermal Palm Vein ImageRan Wang, Guoyou Wang, Zhong Chen, Jianguo Liu 0004, Yu Shi. 18-24 [doi]
- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural NetworksMajeed Safa, Sandhya Samarasinghe. 25-32 [doi]
- A Gaussian Mixture Model Based System for Detection of Macula in Fundus ImagesAnam Tariq, Arslan Shaukat, Shoab Ahmad Khan. 33-40 [doi]
- The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory ResponsesTobias Brosch, Heiko Neumann. 41-50 [doi]
- Estimating Neural Firing Rates: An Empirical Bayes ApproachShinsuke Koyama. 51-59 [doi]
- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making MethodsJosé Salvador Sánchez, Vicente García, Ana Isabel Marqués. 60-67 [doi]
- Improving Risk Predictions by Preprocessing Imbalanced Credit DataVicente García, Ana Isabel Marqués, José Salvador Sánchez. 68-75 [doi]
- Hybrid Validation of Handwriting Process ModellingMohamed Aymen Slim, Maroua El Kastouri, Afef Abdelkrim, Mohamed Benrejeb. 76-84 [doi]
- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly KernelAbdulrahman Alalshekmubarak, Amir Hussain, Qiu-Feng Wang. 85-91 [doi]
- Bayesian Modeling of Visual AttentionJinhua Xu. 92-99 [doi]
- Classifier Ensemble Using a Heuristic Learning with Sparsity and DiversityXu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal, Zhi-Bin Wang. 100-107 [doi]
- Optimization of SIRMs Fuzzy Model Using Łukasiewicz LogicTakashi Mitsuishi, Takanori Terashima, Yasunari Shidama. 108-116 [doi]
- Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based LearningNariman Mahdavi, Jürgen Kurths. 117-124 [doi]
- Incremental Self-Organizing Map (iSOM) in Categorization of Visual ObjectsAndrew P. Paplinski. 125-132 [doi]
- The Elastic Net as Visual Category Representation: Visualisation and ClassificationDror Cohen, Andrew P. Paplinski. 133-140 [doi]
- A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian LearningSebastien Naze, Jan Treur. 141-151 [doi]
- Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World TopologyToshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya, Hatsuo Hayashi, Takeshi Aihara. 152-159 [doi]
- A Dynamic Bio-inspired Model of CategorizationHamidreza Jamalabadi, Hossein Nasrollahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammadreza Abolghasemi. 160-167 [doi]
- Improving Support Vector Machine Using a Stochastic Local Search for Classification in DataMiningMessaouda Nekkaa, Dalila Boughaci. 168-175 [doi]
- Variety of Cortical Pathways Formed by Topographic Neural Projection: A Computational StudyNaoyuki Sato. 176-183 [doi]
- Identification of Neural Network Structure from Multiple Spike SequencesKaori Kuroda, Kantaro Fujiwara, Tohru Ikeguchi. 184-191 [doi]
- Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface SystemsTuan Hoang, Dat Tran, Khoa Truong, Trung Le, Xu Huang, Dharmendra Sharma, Toi Vo. 192-201 [doi]
- Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption ForecastingHamid Aghaie Moghanjooghi, Babak Nadjar Araabi, Majid Nili Ahmadabadi. 202-209 [doi]
- GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional SpacesYuchai Wan, Xiabi Liu, Kunqi Tong, Xue Wei, Yi Wu, Fei Guan, Kunpeng Pang. 210-217 [doi]
- A Regularized Linear Classifier for Effective Text ClassificationSharad Nandanwar, M. Narasimha Murty. 218-225 [doi]
- A Real-Time, Event-Driven Neuromorphic System for Goal-Directed Attentional SelectionFrancesco Galluppi, Kevin Brohan, Simon Davidson, Teresa Serrano-Gotarredona, José Antonio Pérez-Carrasco, Bernabé Linares-Barranco, Steve Furber. 226-233 [doi]
- Analog Neural Network Approach for Source Localization Using Time-of-Arrival MeasurementsChi-Sing Leung, Hing-Cheung So, Frankie K. W. Chan, Anthony G. Constantinides. 234-241 [doi]
- Construction of Decision Trees by Using Feature Importance Value for Improved Learning PerformanceMd. Ridwan Al Iqbal, Mohammad Saiedur Rahaman, Syed Irfan Nabil. 242-249 [doi]
- Wavelet Transform Based Consonant - Vowel (CV) Classification Using Support Vector MachinesT. M. Thasleema, N. K. Narayanan. 250-257 [doi]
- Using Agent Based Modeling and Simulation for Data MiningEmin Kugu, Levent Altay, Ozgur Koray Sahingoz. 258-265 [doi]
- Neurodynamical Top-Down Processing during Auditory AttentionEmili Balaguer-Ballester, Abdelhamid Bouchachia, Beibei Jiang, Susan L. Denham. 266-273 [doi]
- A Hybrid Visualization-Induced Self-Organizing Map for Multi Dimensional Reduction and Data VisualizationChee Siong Teh, Ming Leong Yii, Chwen Jen Chen, Zahan Tapan Md. Sarwar. 274-281 [doi]
- Human-Like Intuitive Playing in Board GamesJacek Mandziuk. 282-289 [doi]
- Identification of Diffusion Coefficient in Nonhomogeneous LandscapesMin A, John D. Reeve, Mingqing Xiao, Dashun Xu. 290-297 [doi]
- Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic NetworksNguyen Xuan Vinh, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar. 298-306 [doi]
- Generation of Environmental Representation of a Large Indoor Parking LotJung Ming Wang, Chih-Fan Hsu, Sei-Wang Chen, Chiou-Shann Fuh. 307-315 [doi]
- Survey on Simplified Olfactory Bionic Model to Generate Texture ImagesJin Zhang, Yang Deng, Yong Jun Li, Ying Wang, Rulong Wang. 316-323 [doi]
- An Improved Method to Calculate Phase Locking Value Based on Hilbert-Huang Transform and Its ApplicationJin Zhang, Na Wang, Huan Kuang, Rulong Wang. 324-331 [doi]
- A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image ClassificationAli Shojaee Bakhtiari, Nizar Bouguila. 332-340 [doi]
- Multitask Twin Support Vector MachinesXijiong Xie, Shiliang Sun. 341-348 [doi]
- Bandit-Based Structure Learning for Bayesian Network ClassifiersSepehr Eghbali, Mohammad Hassan Zokaei Ashtiani, Majid Nili Ahmadabadi, Babak Nadjar Araabi. 349-356 [doi]
- Modeling the Mental Differentiation Task with EEGTan Vo, Tom Gedeon, Dat Tran. 357-364 [doi]
- Office-Space-Allocation Problem Using Harmony Search AlgorithmMohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Phuah Chea Woon. 365-374 [doi]
- A Unified Framework of Binary Classifiers Ensemble for Multi-class ClassificationTakashi Takenouchi, Shin Ishii. 375-382 [doi]
- An Orientation Detection Model Based on Fitting from Multiple Local HypothesesHui Wei, Yuan Ren. 383-391 [doi]
- Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory ModelMotonobu Hattori. 392-400 [doi]
- Color Fractal Structure Model for Reduced-Reference Colorful Image Quality AssessmentLihuo He, Dongxue Wang, Xuelong Li, Dacheng Tao, Xinbo Gao, Fei Gao. 401-408 [doi]
- Validation Based Sparse Gaussian Processes for Ordinal RegressionP. K. Srijith, Shirish Krishnaj Shevade, S. Sundararajan. 409-416 [doi]
- Cross-Subject Classification of Speaking Modes Using fNIRSChristian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz. 417-424 [doi]
- Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic NetworksKarim El-Laithy, Martin Bogdan. 425-434 [doi]
- A Novel Node Splitting Criteria for Decision Trees Based on Theil IndexShina Sheen, R. Anitha. 435-443 [doi]
- Modeling of Polycaprolactone Production from ε-Caprolactone Using Neural NetworkSenthil Kumar Arumugasamy, Mohamad Hekarl Uzir, Zainal Ahmad. 444-451 [doi]
- Global Reweighting and Weight Vector Based Strategy for Multiclass BoostingM. Baig, Mian Muhammad Awais. 452-459 [doi]
- Suppression of Functional System with Markovian SwitchingLizhu Feng, Yi Shen, Zhuguo Li. 460-466 [doi]
- P-Order Normal Cloud Model: Walking on the Way between Gaussian and Power Law DistributionsYu Liu, Tianwei Zhang. 467-474 [doi]
- A Novel Method of Sparse Least Squares Support Vector Machines in Class Empirical Feature SpaceTakuya Kitamura, Takamasa Sekine. 475-482 [doi]
- Semantic De-biased Associations (SDA) Model to Improve Ill-Structured Decision SupportTasneem Memon, Jie Lu, Farookh Khadeer Hussain. 483-490 [doi]
- Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series PredictionHugo Siqueira, Levy Boccato, Romis Attux, Christiano Lyra. 491-500 [doi]
- Delay-Dependent Stabilization of Uncertain Distributed Systems with Interval Time-Varying DelayLizhu Feng, Yi Shen, Cheng Wang. 501-505 [doi]
- GARF: Towards Self-optimised Random ForestsMohamed Bahy Bader-El-Den, Mohamed Medhat Gaber. 506-515 [doi]
- TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing SystemsMan-Ching Yuen, Irwin King, Kwong-Sak Leung. 516-525 [doi]
- Feature Selection for Electricity Load PredictionMashud Rana, Irena Koprinska, Vassilios G. Agelidis. 526-534 [doi]
- Statistical and Machine Learning Methods for Electricity Demand PredictionAlexandra Kotillova, Irena Koprinska, Mashud Rana. 535-542 [doi]
- EnerPlan: Smart Energy Management Planning for Home UsersUsman Ali, Zeeshan Ali Rana, Fahad Javed, Mian Muhammad Awais. 543-550 [doi]
- Harnessing Chaotic Activation Functions in Training Neural NetworkMd. Asaduzzaman, A. F. M. Nokib Uddin, M. Shahjahan, Kazuyuki Murase. 551-558 [doi]
- Self-correcting Symmetry Detection NetworkWonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee. 559-566 [doi]
- Parallel Support Vector Configuration for Identification of Fast Independent Components in Morphological Patterns Derived by Cardiovasographic Analysis on the Radial PulseSunil Karamchandani, M. Panju, S. N. Merchant, Uday B. Desai, G. D. Jindal, Dilip Gopichand Khairnar. 567-574 [doi]
- Energy-Based Temporal Neural Networks for Imputing Missing ValuesPhilemon Brakel, Benjamin Schrauwen. 575-582 [doi]
- Emergence of Multi-step Discrete State Transition through Reinforcement Learning with a Recurrent Neural NetworkMohamad Faizal Bin Samsudin, Yoshito Sawatsubashi, Katsunari Shibata. 583-590 [doi]
- Collaborative Generative Topographic MappingMohamad Ghassany, Nistor Grozavu, Younès Bennani. 591-598 [doi]
- Rule Extraction from Ensemble Methods Using Aggregated Decision TreesMd. Ridwan Al Iqbal. 599-607 [doi]
- Classification of Power Quality Disturbances Using Artificial Neural Networks and a Logarithmically Compressed S-TransformEmir Turajlic, Dzenan Softic. 608-615 [doi]
- Multi-threaded Support Vector Machines for Pattern RecognitionJoão Gonçalves, Noel Lopes, Bernardete Ribeiro. 616-623 [doi]
- A Malware Collection and Analysis Framework Based on Darknet TrafficJungsuk Song, Jang-Won Choi, Sang-soo Choi. 624-631 [doi]
- Markovian Models for Electrical Load Prediction in Smart BuildingsMuhammad Kumail Haider, Asad Khalid Ismail, Ihsan Ayyub Qazi. 632-639 [doi]
- Extension of Incremental Linear Discriminant Analysis to Online Feature Extraction under Nonstationary EnvironmentsAnnie anak Joseph, Young Min Jang, Seiichi Ozawa, Minho Lee. 640-647 [doi]
- Multivariate Isotonic Regression under Tree Semi-order Restrictions and Test in Multivariate Normal DistributionYuzhen Lu, Pu Dong, Qing Li. 648-654 [doi]
- Consonantal Recognition Using SVM and a Hierarchical Decision Structure Based in the Articulatory PhoneticsAdriano de Andrade Bresolin, Hermes Irineu Del Monego. 655-663 [doi]
- SVM-Based Just-in-Time Adaptive ClassifiersCesare Alippi, Li Bu, Dongbin Zhao. 664-672 [doi]
- Machine Learning Approach to Enhance the Design of Automated Theorem ProversMahdi Khalifa, Hazem Raafat, Mohammed Almulla. 673-682 [doi]
- Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEGAmir Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo. 683-691 [doi]
- Classification of Working Memory Load Using Wavelet Complexity Features of EEG SignalsPega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell. 692-699 [doi]