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22nd ICONIP 2015: Istanbul, Turkey
- Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu:
Neural Information Processing - 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9489, Springer 2015, ISBN 978-3-319-26531-5 - Radu Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu:
Texture Classification with Patch Autocorrelation Features. 1-11 - Mutsumi Kimura, Yusuke Fujita, Tomohiro Kasakawa, Tokiyoshi Matsuda:
Novel Architecture for Cellular Neural Network Suitable for High-Density Integration of Electron Devices-Learning of Multiple Logics. 12-20 - Jean Paul Barddal
, Heitor Murilo Gomes
Analyzing the Impact of Feature Drifts in Streaming Learning. 21-28 - Liangying Yin, Mingtao Pei:
Non-linear Metric Learning Using Metric Tensor. 29-37 - Mohamed Khalil Hani, Shan Sung Liew, Rabia Bakhteri:
An Optimized Second Order Stochastic Learning Algorithm for Neural Network Training. 38-45 - Haibing Wu, Xiaodong Gu:
Max-Pooling Dropout for Regularization of Convolutional Neural Networks. 46-54 - Zhenyu Guo, Xin Zhang, Yuexian Hou:
Predicting Box Office Receipts of Movies with Pruned Random Forest. 55-62 - Jia-Yue Xu, Shu-Tao Xia:
A Novel \ell ^1 ℓ 1 -graph Based Image Classification Algorithm. 63-70 - Weng-Kin Lai, Beng Ghee Tan, Ming Siong Soo, Imran M. Khan:
Classification of Keystroke Patterns for User Identification in a Pressure-Based Typing Biometrics System with Particle Swarm Optimization (PSO). 71-78 - Zhen Dong, Mingtao Pei, Yunde Jia:
Discriminative Orthonormal Dictionary Learning for Fast Low-Rank Representation. 79-89 - Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov
Supervised Topic Classification for Modeling a Hierarchical Conference Structure. 90-97 - Sami Dalhoumi, Gérard Dray
A Framework for Online Inter-subjects Classification in Endogenous Brain-Computer Interfaces. 98-107 - Shuhua You, Quan Liu, Qi-ming Fu, Shan Zhong, Fei Zhu:
A Bayesian Sarsa Learning Algorithm with Bandit-Based Method. 108-116 - Ludovic Trottier, Brahim Chaib-draa
Incrementally Built Dictionary Learning for Sparse Representation. 117-126 - Wentao Liu, Haobin Dou, Xihong Wu:
Learning to Reconstruct 3D Structure from Object Motion. 127-137 - Haobin Dou, Wentao Liu, Junnan Zhang, Xihong Wu:
Convolutional Networks Based Edge Detector Learned via Contrast Sensitivity Function. 138-146 - Teruki Horie, Akihiro Shikano, Hiromichi Iwase, Yasuo Matsuyama:
Learning Algorithms and Frame Signatures for Video Similarity Ranking. 147-157 - Ana Carolina Lorena, Marcílio Carlos Pereira de Souto:
On Measuring the Complexity of Classification Problems. 158-167 - Mustafa Çagatayli
The Effect of Stemming and Stop-Word-Removal on Automatic Text Classification in Turkish Language. 168-176 - Abhijeet Sachdev, Aroor Dinesh Dileep, Veena Thenkanidiyoor:
Example-Specific Density Based Matching Kernel for Classification of Varying Length Patterns of Speech Using Support Vector Machines. 177-184 - Fatiha Naouar, Lobna Hlaoua, Mohamed Nazih Omri
Possibilistic Information Retrieval Model Based on Relevant Annotations and Expanded Classification. 185-198 - Hayaru Shouno, Satoshi Suzuki, Shoji Kido
A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification. 199-207 - Muhammed Abdurrahman Hazar, Niyazi Odabasioglu, Tolga Ensari, Yusuf Kavurucu:
Evaluation of Machine Learning Algorithms for Automatic Modulation Recognition. 208-215 - Shuichi Kurogi, Shota Sakashita, Satoshi Takeguchi, Takuya Ueki, Kazuya Matsuo:
Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker Verification. 216-225 - Ryuji Sato, Toshimichi Saito:
Simple Feature Quantities for Learning of Dynamic Binary Neural Networks. 226-233 - Yanli Zhang, Bo Ma, Lianghua Huang, Hongwei Hu:
Transfer Metric Learning for Kinship Verification with Locality-Constrained Sparse Features. 234-243 - Yuto Takizawa, Fang Shang, Akira Hirose:
Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar. 244-252 - Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini:
Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning. 253-263 - Yuxia Wang, Qingjie Zhao:
Patchwise Tracking via Spatio-Temporal Constraint-Based Sparse Representation and Multiple-Instance Learning-Based SVM. 264-271 - Masanao Obayashi, Taiki Yamane, Takashi Kuremoto, Shingo Mabu, Kunikazu Kobayashi:
An Autonomous Mobile Robot with Functions of Action Learning, Memorizing, Recall and Identifying the Environment Using Gaussian Mixture Model. 272-282 - Shan Xue
SEIR Immune Strategy for Instance Weighted Naive Bayes Classification. 283-292 - Gary Wong, Rohitash Chandra
Enhancing Competitive Island Cooperative Neuro-Evolution Through Backpropagation for Pattern Classification. 293-301 - Lavneet Singh, Girija Chetty
Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees. 302-309 - Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Xiaolong Wang:
An Auto-Encoder for Learning Conversation Representation Using LSTM. 310-317 - Carlos Vivaracho-Pascual
On the Use of Score Ratio with Distance-Based Classifiers in Biometric Signature Recognition. 318-327 - Suneetha Uppu, Aneesh Krishna
A Multifactor Dimensionality Reduction Based Associative Classification for Detecting SNP Interactions. 328-336 - Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Distributed Q-learning Controller for a Multi-Intersection Traffic Network. 337-344 - Mirza Mubasher Baig, El-Sayed M. El-Alfy
Learning Rule for Linear Multilayer Feedforward ANN by Boosted Decision Stumps. 345-353 - Ligang Zhang, Brijesh K. Verma
Class-Semantic Color-Texture Textons for Vegetation Classification. 354-362 - Mohamed Elleuch
Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures. 363-372 - Shipra Suman
Optimum Colour Space Selection for Ulcerated Regions Using Statistical Analysis and Classification of Ulcerated Frames from WCE Video Footage. 373-381 - Victor Parque
Learning the Optimal Product Design Through History. 382-389 - Afaf Tareef
Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. 390-400 - Ammara Masood, Adel Al-Jumaily
Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM Classifier. 401-410 - Praisan Padungweang, Worrawat Engchuan
TNorm: An Unsupervised Batch Effects Correction Method for Gene Expression Data Classification. 411-420 - Huafeng Qin, Mounim A. El-Yacoubi
Finger-Vein Quality Assessment by Representation Learning from Binary Images. 421-431 - Kitsuchart Pasupa
Learning to Predict Where People Look with Tensor-Based Multi-view Learning. 432-441 - Darko Brodic
Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture Analysis. 442-450 - Xinyu Zhou, Mingwen Wang, Jianyi Wan:
Accelerating Artificial Bee Colony Algorithm for Global Optimization. 451-458 - Giyoung Lee, Amitash Ojha
Classification of High and Low Intelligent Individuals Using Pupil and Eye Blink. 459-466 - Tao Chen, Ruifeng Xu, Yulan He
Learning Task Specific Distributed Paragraph Representations Using a 2-Tier Convolutional Neural Network. 467-475 - William Ezekiel, Umashanger Thayasivam
A Comparison of Supervised Learning Techniques for Clustering. 476-483 - Lee Suk Kim, Rhee Man Kil, Churl Hee Jo:
Radar Pattern Classification Based on Class Probability Output Networks. 484-491 - Sreenivas Sremath Tirumala
Hierarchical Data Classification Using Deep Neural Networks. 492-500 - Yasuaki Kuroe, Hajimu Kawakami:
Model Inclusive Learning for Shape from Shading with Simultaneously Estimating Illumination Directions. 501-511 - Zhidong Deng, Guorun Yang:
A Computational Model of Match Decision-Making Problem Using Spiking SHESN with Reward-Modulated Reinforcement Learning. 512-521 - Shafquat Chishti, Xiaosong Li, Abdolhossein Sarrafzadeh:
Identify Website Personality by Using Unsupervised Learning Based on Quantitative Website Elements. 522-530 - Yang Xiang, Jinhua Xu:
Discriminative Dictionary Learning for Skeletal Action Recognition. 531-539 - Jingjing Wu, Hua Zhang, Yanbing Xue, Mian Zhou
Single Face Image Super-Resolution via Multi-dictionary Bayesian Non-parametric Learning. 540-548 - Takuya Kitamura, Kohei Asano:
Sparse LS-SVM in the Sorted Empirical Feature Space for Pattern Classification. 549-556 - João Paulo Pordeus Gomes, Amauri H. Souza Jr., Francesco Corona
A Cost Sensitive Minimal Learning Machine for Pattern Classification. 557-564 - Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri H. Souza Jr.:
A Minimal Learning Machine for Datasets with Missing Values. 565-572 - Ouadie Gharroudi, Haytham Elghazel, Alex Aussem:
Calibrated k-labelsets for Ensemble Multi-label Classification. 573-582 - Tanvir Anwar, Khairul Anam
EMG Signal Based Knee Joint Angle Estimation of Flexion and Extension with Extreme Learning Machine (ELM) for Enhancement of Patient-Robotic Exoskeleton Interaction. 583-590 - Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin Chiru
Continuous User Authentication Using Machine Learning on Touch Dynamics. 591-598 - Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda:
Information Theoretical Analysis of Deep Learning Representations. 599-605 - Iyad Abu Doush
Hybedrized NSGA-II and MOEA/D with Harmony Search Algorithm to Solve Multi-objective Optimization Problems. 606-614 - Jean Paul Barddal
A Complex Network-Based Anytime Data Stream Clustering Algorithm. 615-622 - Min Yang, Mingtao Pei, Jiajun Shen, Yunde Jia:
Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory Prior. 623-633 - Laizhong Cui, Genghui Li
Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control Method. 634-643 - Saima Hassan, Abbas Khosravi, Jafreezal Jaafar, Mojtaba Ahmadieh Khanesar
Hybrid Model for the Training of Interval Type-2 Fuzzy Logic System. 644-653 - Peng Shao, Zhijian Wu, Xuanyu Zhou, Xinyu Zhou, Zelin Wang, Dang Cong Tran:
A Numerical Optimization Algorithm Based on Bacterial Reproduction. 654-661 - Cheng Wang, Haojin Yang, Christoph Meinel:
Visual-Textual Late Semantic Fusion Using Deep Neural Network for Document Categorization. 662-670 - Lakhpat Meena, V. Susheela Devi:
Prototype Selection on Large and Streaming Data. 671-679 - Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework. 680-687 - Kaouther Ben Ali, Zeineb Chelly
A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors. 688-695 - Jane Piantoni
Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms. 696-704 - Kais Allab
Multi-Manifold Matrix Tri-Factorization for Text Data Clustering. 705-715 - Nesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle
Clustering of Binary Data Sets Using Artificial Ants Algorithm. 716-723 - Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii
Inverse Reinforcement Learning Based on Behaviors of a Learning Agent. 724-732
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