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ORCID19th ICONIP 2012: Doha, Qatar
- Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7664, Springer 2012, ISBN 978-3-642-34480-0
Session 2: Neural Modeling
- Freha Mezzoudj, Assia Benyettou:
On the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition. 1-8 - Yangming Guo, Xiaolei Li, Guanghan Bai, Jiezhong Ma:
Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF. 9-17 - Ran Wang
, Guoyou Wang, Zhong Chen, Jianguo Liu, Yu Shi:
An Improved Method of Identification Based on Thermal Palm Vein Image. 18-24 - Majeed Safa, Sandhya Samarasinghe:
Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks. 25-32 - Anam Tariq, Arslan Shaukat, Shoab Ahmad Khan:
A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images. 33-40 - Tobias Brosch, Heiko Neumann:
The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses. 41-50 - Shinsuke Koyama:
Estimating Neural Firing Rates: An Empirical Bayes Approach. 51-59 - José Salvador Sánchez, Vicente García, Ana Isabel Marqués:
Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods. 60-67 - Vicente García, Ana Isabel Marqués, José Salvador Sánchez:
Improving Risk Predictions by Preprocessing Imbalanced Credit Data. 68-75 - Mohamed Aymen Slim, Maroua El Kastouri, Afef Abdelkrim, Mohamed Benrejeb:
Hybrid Validation of Handwriting Process Modelling. 76-84 - Abdulrahman Alalshekmubarak, Amir Hussain, Qiu-Feng Wang:
Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel. 85-91 - Jinhua Xu:
Bayesian Modeling of Visual Attention. 92-99 - Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal, Zhi-Bin Wang:
Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity. 100-107 - Takashi Mitsuishi, Takanori Terashima, Yasunari Shidama:
Optimization of SIRMs Fuzzy Model Using Łukasiewicz Logic. 108-116 - Nariman Mahdavi, Jürgen Kurths:
Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based Learning. 117-124 - Andrew P. Paplinski:
Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects. 125-132 - Dror Cohen, Andrew P. Paplinski:
The Elastic Net as Visual Category Representation: Visualisation and Classification. 133-140 - Sébastien Naze, Jan Treur:
A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian Learning. 141-151 - Toshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya, Hatsuo Hayashi, Takeshi Aihara:
Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World Topology. 152-159 - Hamidreza Jamalabadi, Hossein Nasrollahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, AbdolHossein Vahabie, Mohammad-Reza Abolghasemi Dehaqani:
A Dynamic Bio-inspired Model of Categorization. 160-167 - Messaouda Nekkaa, Dalila Boughaci:
Improving Support Vector Machine Using a Stochastic Local Search for Classification in DataMining. 168-175 - Naoyuki Sato:
Variety of Cortical Pathways Formed by Topographic Neural Projection: A Computational Study. 176-183 - Kaori Kuroda, Kantaro Fujiwara, Tohru Ikeguchi:
Identification of Neural Network Structure from Multiple Spike Sequences. 184-191 - Tuan Hoang, Dat Tran, Khoa Truong, Trung Le, Xu Huang, Dharmendra Sharma, Toi Vo:
Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems. 192-201 - Hamid Aghaie Moghanjooghi, Babak Nadjar Araabi, Majid Nili Ahmadabadi:
Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption Forecasting. 202-209 - Yuchai Wan, Xiabi Liu, Kunqi Tong, Xue Wei, Yi Wu, Fei Guan, Kunpeng Pang:
GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces. 210-217 - Sharad Nandanwar, M. Narasimha Murty:
A Regularized Linear Classifier for Effective Text Classification. 218-225 - Francesco Galluppi, Kevin Brohan, Simon Davidson, Teresa Serrano-Gotarredona, José Antonio Pérez-Carrasco, Bernabé Linares-Barranco, Steve B. Furber:
A Real-Time, Event-Driven Neuromorphic System for Goal-Directed Attentional Selection. 226-233 - Chi-Sing Leung, Hing-Cheung So, Frankie K. W. Chan, Anthony G. Constantinides:
Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements. 234-241 - Md. Ridwan Al Iqbal, Mohammad Saiedur Rahaman, Syed Irfan Nabil:
Construction of Decision Trees by Using Feature Importance Value for Improved Learning Performance. 242-249 - T. M. Thasleema, N. K. Narayanan:
Wavelet Transform Based Consonant - Vowel (CV) Classification Using Support Vector Machines. 250-257 - Emin Kugu, Levent Altay, Ozgur Koray Sahingoz:
Using Agent Based Modeling and Simulation for Data Mining. 258-265 - Emili Balaguer-Ballester, Abdelhamid Bouchachia, Beibei Jiang, Susan L. Denham:
Neurodynamical Top-Down Processing during Auditory Attention. 266-273 - Chee Siong Teh, Ming Leong Yii, Chwen Jen Chen, Zahan Tapan Md. Sarwar:
A Hybrid Visualization-Induced Self-Organizing Map for Multi Dimensional Reduction and Data Visualization. 274-281 - Jacek Mandziuk:
Human-Like Intuitive Playing in Board Games. 282-289 - Min A, John D. Reeve, Mingqing Xiao, Dashun Xu:
Identification of Diffusion Coefficient in Nonhomogeneous Landscapes. 290-297 - Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar:
Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks. 298-306 - Jung Ming Wang, Chih-Fan Hsu, Sei-Wang Chen, Chiou-Shann Fuh:
Generation of Environmental Representation of a Large Indoor Parking Lot. 307-315 - Jin Zhang, Yang Deng, Yong Jun Li, Ying Wang, Rulong Wang:
Survey on Simplified Olfactory Bionic Model to Generate Texture Images. 316-323 - Jin Zhang, Na Wang, Huan Kuang, Rulong Wang:
An Improved Method to Calculate Phase Locking Value Based on Hilbert-Huang Transform and Its Application. 324-331 - Ali Shojaee Bakhtiari, Nizar Bouguila:
A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification. 332-340 - Xijiong Xie, Shiliang Sun:
Multitask Twin Support Vector Machines. 341-348 - Sepehr Eghbali, Mohammad Hassan Zokaei Ashtiani, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
Bandit-Based Structure Learning for Bayesian Network Classifiers. 349-356 - Tan Vo, Tom Gedeon, Dat Tran:
Modeling the Mental Differentiation Task with EEG. 357-364 - Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Phuah Chea Woon:
Office-Space-Allocation Problem Using Harmony Search Algorithm. 365-374 - Takashi Takenouchi, Shin Ishii:
A Unified Framework of Binary Classifiers Ensemble for Multi-class Classification. 375-382 - Hui Wei, Yuan Ren:
An Orientation Detection Model Based on Fitting from Multiple Local Hypotheses. 383-391 - Motonobu Hattori:
Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory Model. 392-400 - Lihuo He, Dongxue Wang, Xuelong Li, Dacheng Tao, Xinbo Gao, Fei Gao:
Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment. 401-408 - P. K. Srijith, Shirish K. Shevade, S. Sundararajan:
Validation Based Sparse Gaussian Processes for Ordinal Regression. 409-416 - Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz:
Cross-Subject Classification of Speaking Modes Using fNIRS. 417-424 - Karim El-Laithy, Martin Bogdan:
Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks. 425-434 - Shina Sheen, R. Anitha:
A Novel Node Splitting Criteria for Decision Trees Based on Theil Index. 435-443 - Senthil Kumar Arumugasamy, Mohamad Hekarl Uzir, Zainal Ahmad:
Modeling of Polycaprolactone Production from ε-Caprolactone Using Neural Network. 444-451 - Mubasher Baig, Mian Muhammad Awais:
Global Reweighting and Weight Vector Based Strategy for Multiclass Boosting. 452-459 - Lizhu Feng, Yi Shen, Zhuguo Li:
Suppression of Functional System with Markovian Switching. 460-466 - Yu Liu, Tianwei Zhang:
P-Order Normal Cloud Model: Walking on the Way between Gaussian and Power Law Distributions. 467-474 - Takuya Kitamura, Takamasa Sekine:
A Novel Method of Sparse Least Squares Support Vector Machines in Class Empirical Feature Space. 475-482 - Tasneem Memon, Jie Lu, Farookh Khadeer Hussain:
Semantic De-biased Associations (SDA) Model to Improve Ill-Structured Decision Support. 483-490 - Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra:
Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction. 491-500 - Lizhu Feng, Yi Shen, Cheng Wang:
Delay-Dependent Stabilization of Uncertain Distributed Systems with Interval Time-Varying Delay. 501-505 - Mohamed Bahy Bader-El-Den, Mohamed Medhat Gaber:
GARF: Towards Self-optimised Random Forests. 506-515 - Man-Ching Yuen, Irwin King, Kwong-Sak Leung:
TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing Systems. 516-525 - Mashud Rana, Irena Koprinska, Vassilios G. Agelidis:
Feature Selection for Electricity Load Prediction. 526-534 - Alexandra Kotillova, Irena Koprinska, Mashud Rana:
Statistical and Machine Learning Methods for Electricity Demand Prediction. 535-542 - Usman Ali, Zeeshan Ali Rana, Fahad Javed, Mian Muhammad Awais:
EnerPlan: Smart Energy Management Planning for Home Users. 543-550 - Md. Asaduzzaman, A. F. M. Nokib Uddin, M. Shahjahan, Kazuyuki Murase:
Harnessing Chaotic Activation Functions in Training Neural Network. 551-558 - Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee:
Self-correcting Symmetry Detection Network. 559-566 - Sunil Karamchandani, M. Panju, S. N. Merchant, Uday B. Desai, G. D. Jindal, Dilip Gopichand Khairnar:
Parallel Support Vector Configuration for Identification of Fast Independent Components in Morphological Patterns Derived by Cardiovasographic Analysis on the Radial Pulse. 567-574 - Philemon Brakel, Benjamin Schrauwen:
Energy-Based Temporal Neural Networks for Imputing Missing Values. 575-582 - Mohamad Faizal Bin Samsudin, Yoshito Sawatsubashi, Katsunari Shibata:
Emergence of Multi-step Discrete State Transition through Reinforcement Learning with a Recurrent Neural Network. 583-590 - Mohamad Ghassany, Nistor Grozavu, Younès Bennani:
Collaborative Generative Topographic Mapping. 591-598 - Md. Ridwan Al Iqbal:
Rule Extraction from Ensemble Methods Using Aggregated Decision Trees. 599-607 - Emir Turajlic, Dzenan Softic:
Classification of Power Quality Disturbances Using Artificial Neural Networks and a Logarithmically Compressed S-Transform. 608-615 - João Gonçalves, Noel Lopes, Bernardete Ribeiro:
Multi-threaded Support Vector Machines for Pattern Recognition. 616-623 - Jungsuk Song, Jangwon Choi, Sang-Soo Choi:
A Malware Collection and Analysis Framework Based on Darknet Traffic. 624-631 - Muhammad Kumail Haider, Asad Khalid Ismail, Ihsan Ayyub Qazi:
Markovian Models for Electrical Load Prediction in Smart Buildings. 632-639 - Annie Anak Joseph, Young-Min Jang, Seiichi Ozawa, Minho Lee:
Extension of Incremental Linear Discriminant Analysis to Online Feature Extraction under Nonstationary Environments. 640-647 - Yuzhen Lu, Pu Dong, Qing Li:
Multivariate Isotonic Regression under Tree Semi-order Restrictions and Test in Multivariate Normal Distribution. 648-654 - Adriano de Andrade Bresolin, Hermes Irineu Del Monego:
Consonantal Recognition Using SVM and a Hierarchical Decision Structure Based in the Articulatory Phonetics. 655-663 - Cesare Alippi, Li Bu, Dongbin Zhao:
SVM-Based Just-in-Time Adaptive Classifiers. 664-672 - Mahdi Khalifa, Hazem M. Raafat, Mohammed Almulla:
Machine Learning Approach to Enhance the Design of Automated Theorem Provers. 673-682 - Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo:
Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG. 683-691 - Pega Zarjam, Julien Epps, Fang Chen, Nigel H. Lovell:
Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals. 692-699
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