ICMLA 2011:
Honolulu, Hawaii, USAXue-wen Chen , Tharam S. Dillon , Hisao Ishbuchi , Jian Pei , Haixun Wang , M. Arif Wani (Eds.):
10th International Conference on Machine Learning and Applications and Workshops, ICMLA 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference.
IEEE Computer Society 2011 Applications
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conf/icmla/AlnemerACDBIK11 export record as
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conf/icmla/AzzamNCDKBIK11 export record as
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Alberto Cavallo :
Using SVD for Segmentation and Classification of Human Hand Actions.
44-48
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conf/icmla/Campos-SobrinoCVUE11 export record as
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Andre Ribeiro :
A Model of Joint Learning in Poverty: Coordination and Recommendation Systems in Low-Income Communities.
63-67
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conf/icmla/KhoshneshinSS11 export record as
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conf/icmla/WohlfarthCRC11 export record as
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conf/icmla/TheocharisPT11 export record as
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Jeffrey Ellen ,
Shibin Parameswaran :
Machine Learning for Author Affiliation within Web Forums - Using Statistical Techniques on NLP Features for Online Group Identification.
100-105
Mixture Models
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Yohei Nakada :
An Improved Deterministic Implementation Method for Bayesian Mixture Distributions.
112-117
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conf/icmla/KjaergaardBMJ11 export record as
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Features
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conf/icmla/AlshawabkehADK11 export record as
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Sinziana Mazilu ,
José Iria :
L1 vs. L2 Regularization in Text Classification when Learning from Labeled Features.
166-171
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Pattern Recognition
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conf/icmla/MarchegianiKALH11 export record as
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Andrzej Ruta :
Incremental Compressive Pattern Classification.
212-216
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Evolution/Iterative Methods and Clustering
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Mae L. Seto :
On-line Learning with Evolutionary Algorithms towards Adaptation of Underwater Vehicle Missions to Dynamic Ocean Environments.
235-240
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conf/icmla/ChakrabortyVBP11 export record as
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Ryouei Takahashi :
Solving the Traveling Salesman Problem through Iterative Extended Changing Crossover Operators.
253-258
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conf/icmla/PolicicchioPR11 export record as
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Oliver Kramer :
Dimensionality Reduction by Unsupervised K-Nearest Neighbor Regression.
275-278
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conf/icmla/Chan-MaestasS11 export record as
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Neuro-networks and Non-parametric Methods
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conf/icmla/BayramogluARP11 export record as
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Hiroshi Ninomiya :
Robust Training of Multilayer Neural Networks Using Parameterized Online Quasi-Newton Algorithm.
311-316
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Jian Zhang :
Deep Transfer Learning via Restricted Boltzmann Machine for Document Classification.
323-326
SVN and Meta-learning
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Classification
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M. Arif Wani :
Microarray Classification Using Sub-space Grids.
389-394
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Izumi Suzuki :
A Pattern Classifying System Based on the Coverage Regions of Objects.
401-405
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Sofus A. Macskassy :
Relational Classifiers in a Non-relational World: Using Homophily to Create Relations.
406-411
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Hsiang Hui Lek ,
Danny C. C. Poo :
An Experimental Study to Investigate the Use of Additional Classifiers to Improve Information Extraction Accuracy.
412-415
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Reinforcement Learning and Hidden Variables
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Mohan Sridharan :
Augmented Reinforcement Learning for Interaction with Non-expert Humans in Agent Domains.
424-429
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Robert Fisher ,
Reid Simmons :
Smartphone Interruptibility Using Density-Weighted Uncertainty Sampling with Reinforcement Learning.
436-441
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Soumi Ray ,
Tim Oates :
Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net.
442-447
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Optimization
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conf/icmla/ChattopadhyayCBP11 export record as
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