Abstract is missing.
- Texture Classification with Patch Autocorrelation FeaturesRadu-Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu. 1-11 [doi]
- Novel Architecture for Cellular Neural Network Suitable for High-Density Integration of Electron Devices-Learning of Multiple LogicsMutsumi Kimura, Yusuke Fujita, Tomohiro Kasakawa, Tokiyoshi Matsuda. 12-20 [doi]
- Analyzing the Impact of Feature Drifts in Streaming LearningJean Paul Barddal, Heitor Murilo Gomes, Fabrício Enembreck. 21-28 [doi]
- Non-linear Metric Learning Using Metric TensorLiangying Yin, Mingtao Pei. 29-37 [doi]
- An Optimized Second Order Stochastic Learning Algorithm for Neural Network TrainingMohamed Khalil Hani, Shan Sung Liew, Rabia Bakhteri. 38-45 [doi]
- Max-Pooling Dropout for Regularization of Convolutional Neural NetworksHaibing Wu, Xiaodong Gu. 46-54 [doi]
- Predicting Box Office Receipts of Movies with Pruned Random ForestZhenyu Guo, Xin Zhang, Yuexian Hou. 55-62 [doi]
- A Novel \ell ^1 ℓ 1 -graph Based Image Classification AlgorithmJia-Yue Xu, Shu-Tao Xia. 63-70 [doi]
- Classification of Keystroke Patterns for User Identification in a Pressure-Based Typing Biometrics System with Particle Swarm Optimization (PSO)Weng-Kin Lai, Beng Ghee Tan, Ming Siong Soo, Imran M. Khan. 71-78 [doi]
- Discriminative Orthonormal Dictionary Learning for Fast Low-Rank RepresentationZhen Dong, Mingtao Pei, Yunde Jia. 79-89 [doi]
- Supervised Topic Classification for Modeling a Hierarchical Conference StructureMikhail Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim Strijov. 90-97 [doi]
- A Framework for Online Inter-subjects Classification in Endogenous Brain-Computer InterfacesSami Dalhoumi, Gérard Dray, Jacky Montmain, Stéphane Perrey. 98-107 [doi]
- A Bayesian Sarsa Learning Algorithm with Bandit-Based MethodShuhua You, Quan Liu, Qi-ming Fu, Shan Zhong, Fei Zhu. 108-116 [doi]
- Incrementally Built Dictionary Learning for Sparse RepresentationLudovic Trottier, Brahim Chaib-draa, Philippe Giguère. 117-126 [doi]
- Learning to Reconstruct 3D Structure from Object MotionWenTao Liu, Haobin Dou, Xihong Wu. 127-137 [doi]
- Convolutional Networks Based Edge Detector Learned via Contrast Sensitivity FunctionHaobin Dou, WenTao Liu, Junnan Zhang, Xihong Wu. 138-146 [doi]
- Learning Algorithms and Frame Signatures for Video Similarity RankingTeruki Horie, Akihiro Shikano, Hiromichi Iwase, Yasuo Matsuyama. 147-157 [doi]
- On Measuring the Complexity of Classification ProblemsAna Carolina Lorena, Marcílio Carlos Pereira de Souto. 158-167 [doi]
- The Effect of Stemming and Stop-Word-Removal on Automatic Text Classification in Turkish LanguageMustafa Çagatayli, Erbug Çelebi. 168-176 [doi]
- Example-Specific Density Based Matching Kernel for Classification of Varying Length Patterns of Speech Using Support Vector MachinesAbhijeet Sachdev, A. D. Dileep, Veena Thenkanidiyoor. 177-184 [doi]
- Possibilistic Information Retrieval Model Based on Relevant Annotations and Expanded ClassificationFatiha Naouar, Lobna Hlaoua, Mohamed-Nazih Omri. 185-198 [doi]
- A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease ClassificationHayaru Shouno, Satoshi Suzuki, Shoji Kido. 199-207 [doi]
- Evaluation of Machine Learning Algorithms for Automatic Modulation RecognitionMuhammed Abdurrahman Hazar, Niyazi Odabasioglu, Tolga Ensari, Yusuf Kavurucu. 208-215 [doi]
- Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker VerificationShuichi Kurogi, Shota Sakashita, Satoshi Takeguchi, Takuya Ueki, Kazuya Matsuo. 216-225 [doi]
- Simple Feature Quantities for Learning of Dynamic Binary Neural NetworksRyuji Sato, Toshimichi Saito. 226-233 [doi]
- Transfer Metric Learning for Kinship Verification with Locality-Constrained Sparse FeaturesYanli Zhang, Bo Ma, Lianghua Huang, Hongwei Hu. 234-243 [doi]
- Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture RadarYuto Takizawa, Fang Shang, Akira Hirose. 244-252 [doi]
- Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric LearningMaria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini. 253-263 [doi]
- Patchwise Tracking via Spatio-Temporal Constraint-Based Sparse Representation and Multiple-Instance Learning-Based SVMYuxia Wang, Qingjie Zhao. 264-271 [doi]
- An Autonomous Mobile Robot with Functions of Action Learning, Memorizing, Recall and Identifying the Environment Using Gaussian Mixture ModelMasanao Obayashi, Taiki Yamane, Takashi Kuremoto, Shingo Mabu, Kunikazu Kobayashi. 272-282 [doi]
- SEIR Immune Strategy for Instance Weighted Naive Bayes ClassificationShan Xue, Jie Lu, Guangquan Zhang, Li Xiong. 283-292 [doi]
- Enhancing Competitive Island Cooperative Neuro-Evolution Through Backpropagation for Pattern ClassificationGary Wong, Rohitash Chandra. 293-301 [doi]
- Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting TreesLavneet Singh, Girija Chetty. 302-309 [doi]
- An Auto-Encoder for Learning Conversation Representation Using LSTMXiaoqiang Zhou, Baotian Hu, Qingcai Chen, Xiaolong Wang. 310-317 [doi]
- On the Use of Score Ratio with Distance-Based Classifiers in Biometric Signature RecognitionCarlos Vivaracho-Pascual, Arancha Simón Hurtado, Esperanza Manso Martínez. 318-327 [doi]
- A Multifactor Dimensionality Reduction Based Associative Classification for Detecting SNP InteractionsSuneetha Uppu, Aneesh Krishna, Raj P. Gopalan. 328-336 [doi]
- Distributed Q-learning Controller for a Multi-Intersection Traffic NetworkSahar Araghi, Abbas Khosravi, Douglas C. Creighton. 337-344 [doi]
- Learning Rule for Linear Multilayer Feedforward ANN by Boosted Decision StumpsMirza Mubasher Baig, El-Sayed M. El-Alfy, Mian M. Awais. 345-353 [doi]
- Class-Semantic Color-Texture Textons for Vegetation ClassificationLigang Zhang, Brijesh Verma, David R. Stockwell. 354-362 [doi]
- Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep ArchitecturesMohamed Elleuch, Najiba Tagougui, Monji Kherallah. 363-372 [doi]
- Optimum Colour Space Selection for Ulcerated Regions Using Statistical Analysis and Classification of Ulcerated Frames from WCE Video FootageShipra Suman, Nicolas Walter, Fawnizu Azmadi Hussin, Aamir Saeed Malik, Shiaw hooi Ho, Khean Lee Goh, Ida Hilmi. 373-381 [doi]
- Learning the Optimal Product Design Through HistoryVictor Parque, Tomoyuki Miyashita. 382-389 [doi]
- Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical SmearsAfaf Tareef, Yang Song, Weidong Cai, Heng Huang, Yue Wang, Dagan Feng, Mei Chen. 390-400 [doi]
- Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM ClassifierAmmara Masood, Adel Ali Al-Jumaily. 401-410 [doi]
- TNorm: An Unsupervised Batch Effects Correction Method for Gene Expression Data ClassificationPraisan Padungweang, Worrawat Engchuan, Jonathan H. Chan. 411-420 [doi]
- Finger-Vein Quality Assessment by Representation Learning from Binary ImagesHuafeng Qin, Mounim A. El-Yacoubi. 421-431 [doi]
- Learning to Predict Where People Look with Tensor-Based Multi-view LearningKitsuchart Pasupa, Sándor Szedmak. 432-441 [doi]
- Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture AnalysisDarko Brodic, Alessia Amelio, Zoran N. Milivojevic. 442-450 [doi]
- Accelerating Artificial Bee Colony Algorithm for Global OptimizationXinyu Zhou, Mingwen Wang, Jianyi Wan. 451-458 [doi]
- Classification of High and Low Intelligent Individuals Using Pupil and Eye BlinkGiyoung Lee, Amitash Ojha, Minho Lee. 459-466 [doi]
- Learning Task Specific Distributed Paragraph Representations Using a 2-Tier Convolutional Neural NetworkTao Chen, Ruifeng Xu, Yulan He, Xuan Wang. 467-475 [doi]
- A Comparison of Supervised Learning Techniques for ClusteringWilliam Ezekiel, Umashanger Thayasivam. 476-483 [doi]
- Radar Pattern Classification Based on Class Probability Output NetworksLee Suk Kim, Rhee Man Kil, Churl Hee Jo. 484-491 [doi]
- Hierarchical Data Classification Using Deep Neural NetworksSreenivas Sremath Tirumala, A. Narayanan. 492-500 [doi]
- Model Inclusive Learning for Shape from Shading with Simultaneously Estimating Illumination DirectionsYasuaki Kuroe, Hajimu Kawakami. 501-511 [doi]
- A Computational Model of Match Decision-Making Problem Using Spiking SHESN with Reward-Modulated Reinforcement LearningZhidong Deng, Guorun Yang. 512-521 [doi]
- Identify Website Personality by Using Unsupervised Learning Based on Quantitative Website ElementsShafquat Chishti, Xiaosong Li, Abdolhossein Sarrafzadeh. 522-530 [doi]
- Discriminative Dictionary Learning for Skeletal Action RecognitionYang Xiang, Jinhua Xu. 531-539 [doi]
- Single Face Image Super-Resolution via Multi-dictionary Bayesian Non-parametric LearningJingjing Wu, Hua Zhang, Yanbing Xue, Mian Zhou, Guangping Xu, Zan Gao. 540-548 [doi]
- Sparse LS-SVM in the Sorted Empirical Feature Space for Pattern ClassificationTakuya Kitamura, Kohei Asano. 549-556 [doi]
- A Cost Sensitive Minimal Learning Machine for Pattern ClassificationJoão Paulo Pordeus Gomes, Amauri H. Souza Jr., Francesco Corona, Ajalmar R. Rocha Neto. 557-564 [doi]
- A Minimal Learning Machine for Datasets with Missing ValuesDiego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri H. Souza Jr.. 565-572 [doi]
- Calibrated k-labelsets for Ensemble Multi-label ClassificationOuadie Gharroudi, Haytham Elghazel, Alex Aussem. 573-582 [doi]
- EMG Signal Based Knee Joint Angle Estimation of Flexion and Extension with Extreme Learning Machine (ELM) for Enhancement of Patient-Robotic Exoskeleton InteractionTanvir Anwar, Khairul Anam, Adel Ali Al-Jumaily. 583-590 [doi]
- Continuous User Authentication Using Machine Learning on Touch DynamicsStefania Budulan, Elena Burceanu, Traian Rebedea, Costin-Gabriel Chiru. 591-598 [doi]
- Information Theoretical Analysis of Deep Learning RepresentationsYasutaka Furusho, Takatomi Kubo, Kazushi Ikeda. 599-605 [doi]
- Hybedrized NSGA-II and MOEA/D with Harmony Search Algorithm to Solve Multi-objective Optimization ProblemsIyad Abu Doush, Mohammad Qasem Bataineh. 606-614 [doi]
- A Complex Network-Based Anytime Data Stream Clustering AlgorithmJean Paul Barddal, Heitor Murilo Gomes, Fabrício Enembreck. 615-622 [doi]
- Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory PriorMin Yang, Mingtao Pei, Jiajun Shen, Yunde Jia. 623-633 [doi]
- Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control MethodLaizhong Cui, Genghui Li, Li Li, Qiuzhen Lin, Jianyong Chen, Nan Lu. 634-643 [doi]
- Hybrid Model for the Training of Interval Type-2 Fuzzy Logic SystemSaima Hassan, Abbas Khosravi, Jafreezal Jaafar, Mojtaba Ahmadieh Khanesar. 644-653 [doi]
- A Numerical Optimization Algorithm Based on Bacterial ReproductionPeng Shao, Zhijian Wu, Xuanyu Zhou, Xinyu Zhou, Zelin Wang, Dang Cong Tran. 654-661 [doi]
- Visual-Textual Late Semantic Fusion Using Deep Neural Network for Document CategorizationCheng Wang, Haojin Yang, Christoph Meinel. 662-670 [doi]
- Prototype Selection on Large and Streaming DataLakhpat Meena, V. Susheela Devi. 671-679 [doi]
- GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning FrameworkSukarna Barua, Md. Monirul Islam, Kazuyuki Murase. 680-687 [doi]
- A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest NeighborsKaouther Ben Ali, Zeineb Chelly, Zied Elouedi. 688-695 [doi]
- Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering AlgorithmsJane Piantoni, Katti Faceli, Tiemi C. Sakata, Julio C. Pereira, Marcílio Carlos Pereira de Souto. 696-704 [doi]
- Multi-Manifold Matrix Tri-Factorization for Text Data ClusteringKais Allab, Lazhar Labiod, Mohamed Nadif. 705-715 [doi]
- Clustering of Binary Data Sets Using Artificial Ants AlgorithmNesrine Masmoudi, Hanane Azzag, Mustapha Lebbah, Cyrille Bertelle, Maher Ben Jemaa. 716-723 [doi]
- Inverse Reinforcement Learning Based on Behaviors of a Learning AgentShunsuke Sakurai, Shigeyuki Oba, Shin Ishii. 724-732 [doi]