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Machine Learning and Applications, Fourth International Conference on

Dec. 18 2011 to Dec. 21 2011

Honolulu, Hawaii USA

ISBN: 978-0-7695-4607-0

Volume:

Table of Contents

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Title Page i - Volume 2Freely available from IEEE.pp. i
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Title Page iii - Volume 2Freely available from IEEE.pp. iii
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Copyright Page - Volume 2Freely available from IEEE.pp. iv
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Table of Contents - Volume 2Freely available from IEEE.pp. v-x
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Preface - Volume 2Freely available from IEEE.pp. xi
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Committee Lists - Volume 2Freely available from IEEE.pp. xii-xiii
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Program Committee - Volume 2Freely available from IEEE.pp. xiv-xvi
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Error Bounds for Online Predictions of Linear-Chain Conditional Random Fields: Application to Activity Recognition for Users of Rolling WalkersFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Mathieu Sinn, Pascal Poupart
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Manifold Learning and Recognition of Human Activity Using Body-Area SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 7-13
by Mi Zhang, Alexander A. Sawchuk
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Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of ClustersFull-text access may be available. Sign in or learn about subscription options.pp. 14-19
by Jonathan de Andrade Silva, Eduardo Raul Hruschka
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Dynamic Evolving Cluster Models Using On-line Split-and-Merge OperationsFull-text access may be available. Sign in or learn about subscription options.pp. 20-26
by Edwin Lughofer
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The Biased Multi-objective Optimization Using the Reference Point: Toward the Industrial Logistics NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 27-30
by Eriko Azuma, Tomohiro Shimada, Keiki Takadama, Hiroyuki Sato, Kiyohiko Hattori
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Role Model of Search in Agents' Parameter-SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 31-34
by Ondrej Kazík, Roman Neruda
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A Neural Network Model for Learning Data Stream with Multiple Class LabelsFull-text access may be available. Sign in or learn about subscription options.pp. 35-40
by Tomoyasu Takata, Seiichi Ozawa
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Adaptive Time Window Size to Track Concept DriftFull-text access may be available. Sign in or learn about subscription options.pp. 41-46
by Moamar Sayed-Mouchaweh, Janan Zaytoon, Patrice Billaudel
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Incremental Learning Based on Growing Gaussian Mixture ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 47-52
by Abdelhamid Bouchachia, Charlie Vanaret
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Unsupervised Grammar Induction of Clinical Report SublanguageFull-text access may be available. Sign in or learn about subscription options.pp. 53-58
by Rohit J. Kate
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Pattern Learning through Distant Supervision for Extraction of Protein-Residue Associations in the Biomedical LiteratureFull-text access may be available. Sign in or learn about subscription options.pp. 59-65
by K.E. Ravikumar, Haibin Liu, Judith D. Cohn, Michael E. Wall, Karin Verspoor
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Evaluating Distributional Semantic and Feature Selection for Extracting Relationships from Biological TextFull-text access may be available. Sign in or learn about subscription options.pp. 66-71
by Ehsan Emadzadeh, Siddhartha Jonnalagadda, Graciela Gonzalez
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Discriminative Optimization of String Similarity and Its Application to Biomedical Abbreviation ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 72-77
by Atsuko Yamaguchi, Yasunori Yamamoto, Jin-Dong Kim, Toshihisa Takagi, Akinori Yonezawa
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The DIEGO Lab Graph Based Gene Normalization SystemFull-text access may be available. Sign in or learn about subscription options.pp. 78-83
by Ryan Sullivan, Robert Leaman, Graciela Gonzalez
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Using Published Medical Results and Non-homogenous Data in Rule LearningFull-text access may be available. Sign in or learn about subscription options.pp. 84-89
by Janusz Wojtusiak, Katherine Irvin, Aybike Birerdinc, Ancha V. Baranova
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An EM Clustering Algorithm which Produces a Dual RepresentationFull-text access may be available. Sign in or learn about subscription options.pp. 90-95
by Sun Kim, W. John Wilbur
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Comparison of Two Methods for Finding Biomedical Categories in MedlineFull-text access may be available. Sign in or learn about subscription options.pp. 96-99
by Lana Yeganova, Won Kim, Donald C. Comeau, W. John Wilbur
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Ranking Interactions for a Curation TaskFull-text access may be available. Sign in or learn about subscription options.pp. 100-105
by Simon Clematide, Fabio Rinaldi
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Metric Learning for Music Symbol RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 106-111
by Ana Rebelo, Jakub Tkaczuk, Ricardo Sousa, Jaime S. Cardoso
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Looking Beyond Genres: Identifying Meaningful Semantic Layers from Tags in Online Music CollectionsFull-text access may be available. Sign in or learn about subscription options.pp. 112-117
by Rafael Ferrer, Tuomas Eerola
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Music Similarity Estimation with the Mean-Covariance Restricted Boltzmann MachineFull-text access may be available. Sign in or learn about subscription options.pp. 118-123
by Jan Schlüter, Christian Osendorfer
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Combining Visual and Acoustic Features for Music Genre ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 124-129
by Ming-Ju Wu, Zhi-Sheng Chen, Jyh-Shing Roger Jang, Jia-Min Ren, Yi-Hsung Li, Chun-Hung Lu
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Mood Classfication from Musical Audio Using User Group-Dependent ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 130-135
by Kyogu Lee, Minsu Cho
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The Influence of Chord Duration Modeling on Chord and Local Key ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 136-141
by Johan Pauwels, Jean-Pierre Martens, Marc Leman
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Non-Linear Semantic Embedding for Organizing Large Instrument Sample LibrariesFull-text access may be available. Sign in or learn about subscription options.pp. 142-147
by Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello
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Automatic Detection of Excessive Glycemic Variability for Diabetes ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 148-154
by Matthew Wiley, Razvan Bunescu, Cindy Marling, Jay Shubrook, Frank Schwartz
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Building an Ensemble of Probabilistic Classifiers for Lung Nodule InterpretationFull-text access may be available. Sign in or learn about subscription options.pp. 155-161
by Dmitriy Zinovev, Jacob Furst, Daniela Raicu
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Rule-Based Prediction of Medical Claims' Payments: A Method and Initial Application to Medicaid DataFull-text access may be available. Sign in or learn about subscription options.pp. 162-167
by Janusz Wojtusiak, Che Ngufor, John Shiver, Ronald Ewald
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Predicting Patients Likely to Overstay in HospitalsFull-text access may be available. Sign in or learn about subscription options.pp. 168-171
by Rodrigo Vivanco, Dan Roberts
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Classification of Patients Using Novel Multivariate Time Series Representations of Physiological DataFull-text access may be available. Sign in or learn about subscription options.pp. 172-179
by Patricia Ordóñez, Tom Armstrong, Tim Oates, Jim Fackler
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Frequent Substring-Based Sequence Classification with an Ensemble of Support Vector Machines Trained Using Reduced Amino Acid AlphabetsFull-text access may be available. Sign in or learn about subscription options.pp. 180-185
by Charith D. Chitraranjan, Loai Alnemer, Omar Al-Azzam, Saeed Salem, Anne M. Denton, Muhammad J. Iqbal, Shahryar F. Kianian
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Charge Prediction of Lipid Fragments in Mass SpectrometryFull-text access may be available. Sign in or learn about subscription options.pp. 186-188
by B. Schrom, L. Kangas, B. Ginovska, T. Metz, J. Miller
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Predicting "Essential" Genes across Microbial Genomes: A Machine Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 189-194
by Krishnaveni Palaniappan, Sumitra Mukherjee
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Developing an Appropriate Data Normalization MethodFull-text access may be available. Sign in or learn about subscription options.pp. 195-199
by Balemir Uragun, Ramesh Rajan
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Analysis of Microbiome Data across Inflammatory Bowel Disease PatientsFull-text access may be available. Sign in or learn about subscription options.pp. 200-205
by Nuttachat Wisittipanit, Huzefa Rangwala, Patrick Gillevet
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A Kernel Method for Real-Time Respiratory Tumor Motion Estimation Using External SurrogatesFull-text access may be available. Sign in or learn about subscription options.pp. 206-209
by Ruijiang Li, Lei Xing
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3D Bayesian Tracking with a Single Imager for Real-Time Image Guidance in Prostate Radiation TherapyFull-text access may be available. Sign in or learn about subscription options.pp. 210-214
by Ruijiang Li, Benjamin Fahimian, Lei Xing
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Development of a Beam Source Modeling Technique for a Flattening Filter Free (FFF) BeamFull-text access may be available. Sign in or learn about subscription options.pp. 215-219
by Woong Cho, Jeong-Hoon Park, Won-Gyun Jung, Tae-Suk Suh, Kayla N. Kielar, Ed Mok, Ruijiang Li, Lei Xing
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The Combination of Clinical, Dose-Related and Imaging Features Helps Predict Radiation-Induced Normal-Tissue Toxicity in Lung-cancer Patients -- An in-silico Trial Using Machine Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 220-224
by G. Nalbantov, A. Dekker, D. De Ruysscher, P. Lambin, E.N. Smirnov
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Regional Normal Liver Tissue Density Changes in Patients Treated with Stereotactic Body Radiation Therapy for Liver MetastasesFull-text access may be available. Sign in or learn about subscription options.pp. 225-227
by Christopher Howells, Quentin Diot, David Westerly, Moyed Miften
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Multiple Kernel Learning on Time Series Data and Social Networks for Stock Price PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 228-234
by Shangkun Deng, Takashi Mitsubuchi, Kei Shioda, Tatsuro Shimada, Akito Sakurai
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An Automatic Multi-domain Thesauri Construction Method Based on LDAFull-text access may be available. Sign in or learn about subscription options.pp. 235-240
by Na Ni, Kai Liu, Yaodong Li
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Using Machine Learning to Detect CyberbullyingFull-text access may be available. Sign in or learn about subscription options.pp. 241-244
by Kelly Reynolds, April Kontostathis, Lynne Edwards
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Collaborative Filtering with CCAMFull-text access may be available. Sign in or learn about subscription options.pp. 245-250
by Meng-Lun Wu, Chia Hui Chang, Rui Zhe Liu
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Learning to Tag from Logic Constraints in Hyperlinked EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 251-256
by Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini
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Learning to Rank Using Markov Random FieldsFull-text access may be available. Sign in or learn about subscription options.pp. 257-262
by Nino Freno, Tiziano Papini, Michelangelo Diligenti
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Web Ad-Slot Offline Scheduling Using an Ant Colony AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 263-268
by Vasile Palade, Soumya Banerjee
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Exploring Structural Features in Predicting Social Network EvolutionFull-text access may be available. Sign in or learn about subscription options.pp. 269-274
by Shu Huang, Dongwon Lee
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Extraction of Basic Patterns of Household Energy ConsumptionFull-text access may be available. Sign in or learn about subscription options.pp. 275-280
by Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao
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Performance Analysis of a Hydrofoil with and without Leading Edge SlatFull-text access may be available. Sign in or learn about subscription options.pp. 281-285
by Tahir Yavuz, Birol Kilkis, Hursit Akpinar, Özgür Erol
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A Measure of Credibility of Solar Power PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 286-291
by Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao
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A New Control Method for dc-dc Converter by Neural Network Predictor with Repetitive TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 292-297
by Fujio Kurokawa, Kimitoshi Ueno, Hidenori Maruta, Hiroyuki Osuga
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Comparison of Classification Techniques used in Machine Learning as Applied on Vocational Guidance DataFull-text access may be available. Sign in or learn about subscription options.pp. 298-301
by Halil Ibrahim Bülbül, Özkan Ãœnsal
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Transient States of the Multiscalar Controlled Double Fed Induction Generator in the Wind FarmFull-text access may be available. Sign in or learn about subscription options.pp. 302-307
by Piotr Kolodziejek
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An Intelligent Decision Support Tool for a Travelling Wave Ultrasonic Motor Based on k-Nearest Neighbor AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 308-312
by Seref Sagiroglu, H. Tolga Kahraman, Mehmet Yesilbudak, Ilhami Colak
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An Intelligent Power Factor Correction Approach Based on Linear Regression and Ridge Regression MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 313-315
by Ramazan Bayindir, Murat Gök, Ersan Kabalci, Orhan Kaplan
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Energy Efficiency for Unmanned Aerial VehiclesFull-text access may be available. Sign in or learn about subscription options.pp. 316-320
by Balemir Uragun
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A Resource Entity Model Oriented Mobile Collaboration EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 321-324
by Yuhui Cao, Weihong Wang, Zhiqiang He, Dianyuan Shi, Liang Li
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Benefits Analysis of Live Customer Support Chat in E-commerce Websites: Dimensions of a New Success Model for Live Customer Support ChatFull-text access may be available. Sign in or learn about subscription options.pp. 325-329
by Ahmed Elmorshidy
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Semi-supervised Feature Extraction Using Independent Factor AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 330-333
by Latifa Oukhellou, Etienne Côme, Patrice Aknin, Thierry Denoeux
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Robust FCMdd-based Linear Clustering for Relational Data with Alternative c-Means CriterionFull-text access may be available. Sign in or learn about subscription options.pp. 334-337
by Takeshi Yamamoto, Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi
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SVM Multi-classification of T2D/CVD Patients Using Biomarker FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 338-341
by Sai Buddi, Thomas Taylor, Chad Borges, Randall Nelson
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Estimation of PSF for a Shaking Blurred Image Using GAFull-text access may be available. Sign in or learn about subscription options.pp. 342-345
by Takumi Shimomukai, Michifumi Yoshioka, Hidekazu Yanagimoto
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Extended Finite-State Machine Induction Using SAT-SolverFull-text access may be available. Sign in or learn about subscription options.pp. 346-349
by Vladimir Ulyantsev, Fedor Tsarev
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Arabic Text-Dependent Speaker Verification for Mobile Devices Using Artificial Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 350-353
by Abdulrahman Alarifi, Issa Alkurtass, AbdulMalik S. Al-Salman
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Choosing Best Fitness Function with Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 354-357
by Arina Afanasyeva, Maxim Buzdalov
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Comparisons of Machine Learning Algorithms for Application Identification of Encrypted TrafficFull-text access may be available. Sign in or learn about subscription options.pp. 358-361
by Yohei Okada, Shingo Ata, Nobuyuki Nakamura, Yoshihiro Nakahira, Ikuo Oka
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Combining Corpus-Based Features for Selecting Best Natural Language SentencesFull-text access may be available. Sign in or learn about subscription options.pp. 362-365
by Foaad Khosmood, Robert Levinson
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Implementation of Parameter Space Search for Meta Learning in a Data-Mining Multi-agent SystemFull-text access may be available. Sign in or learn about subscription options.pp. 366-369
by Ondrej Kazík, Kl´ra Peškov´, Martin Pil´t, Roman Neruda
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An Iris Recognition Approach based on Fuzzy Support Vector MachineFull-text access may be available. Sign in or learn about subscription options.pp. 370-373
by Hongying Gu, Zhiwen Gao, Cheng Yang
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Empirical Normalization for Quadratic Discriminant Analysis and Classifying Cancer SubtypesFull-text access may be available. Sign in or learn about subscription options.pp. 374-379
by Mark A. Kon, Nikolay Nikolaev
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Street View Challenge: Identification of Commercial Entities in Street View ImageryFull-text access may be available. Sign in or learn about subscription options.pp. 380-383
by Amir Roshan Zamir, Alexander Darino, Mubarak Shah
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Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's DiseaseFull-text access may be available. Sign in or learn about subscription options.pp. 384-387
by Cécilia Damon, Edouard Duchesnay, Marine Depecker
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Author Index - Volume 2Freely available from IEEE.pp. 388-390
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Publisher's Information - Volume 2Freely available from IEEE.pp. 392
Probabilistic clustering based on Langevin mixtureFull-text access may be available. Sign in or learn about subscription options.
by Ola Amayri, Nizar Bouguila
An N-Dimensional Neural Network tool for the real-time optimisation of accelerator parametersFull-text access may be available. Sign in or learn about subscription options.
by Evelyne Meier, Robbie Clarken, Greg Leblanc
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