Pattern recognition in bioinformatics : 7th IAPR International Conference, PRIB 2012, Tokyo, Japan, November 8-10, 2012. Proceedings /

Pattern recognition in bioinformatics : 7th IAPR International Conference, PRIB 2012, Tokyo, Japan, November 8-10, 2012. Proceedings / PRIB 2012 Tetsuo Shibuya [and others] (eds.). - Berlin ; New York : Springer, ©2012. - 1 online resource - Lecture notes in bioinformatics ; 7632 Lecture notes in computer science, 0302-9743 LNCS sublibrary. SL 8, Bioinformatics Serienbezeichnung . - Lecture notes in computer science. Lecture notes in bioinformatics ; 7632. Lecture notes in computer science. LNCS sublibrary. SL 8, Bioinformatics. .

International conference proceedings.

Includes bibliographical references and index.

Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks / Machine Learning Scoring Functions Based on Random Forest and Support Vector Regression / A Genetic Algorithm for Scale-Based Translocon Simulation / A Framework of Gene Subset Selection Using Multiobjective Evolutionary Algorithm / Multiple Tree Alignment with Weights Applied to Carbohydrates to Extract Binding Recognition Patterns / A Unified Adaptive Co-identification Framework for High-D Expression Data / Protein Clustering on a Grassmann Manifold / Improving the Portability and Performance of jViz. RNA -- A Dynamic RNA Visualization Software / A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images / Twan van Laarhoven and Elena Marchiori -- Pedro J. Ballester -- Sami Laroum, Béatrice Duval, Dominique Tessier and Jin-Kao Hao -- Yifeng Li, Alioune Ngom and Luis Rueda -- Masae Hosoda, Yukie Akune and Kiyoko F. Aoki-Kinoshita -- Shuzhong Zhang, Kun Wang, Cody Ashby, Bilian Chen and Xiuzhen Huang -- Chendra Hadi Suryanto, Hiroto Saigo and Kazuhiro Fukui -- Boris Shabash, Kay Wiese and Edward Glen -- Lavneet Singh, Girija Chetty and Dharmendra Sharma. An Open Framework for Extensible Multi-stage Bioinformatics Software / An Algorithm to Assemble Gene-Protein-Reaction Associations for Genome-Scale Metabolic Model Reconstruction / A Machine Learning and Chemometrics Assisted Interpretation of Spectroscopic Data -- A NMR-Based Metabolomics Platform for the Assessment of Brazilian Propolis / Principal Component Analysis for Bacterial Proteomic Analysis / Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction / Cascading Discriminant and Generative Models for Protein Secondary Structure Prediction / Improvement of the Protein-Protein Docking Prediction by Introducing a Simple Hydrophobic Interaction Model: An Application to Interaction Pathway Analysis / Gabriel Keeble-Gagnère, Johan Nyström-Persson, Matthew I. Bellgard and Kenji Mizuguchi -- João Cardoso, Paulo Vilaça, Simão Soares and Miguel Rocha -- Marcelo Maraschin, Amélia Somensi-Zeggio, Simone K. Oliveira, Shirley Kuhnen and Maíra M. Tomazzoli, et al. -- Y. -h. Taguchi and Akira Okamoto -- Nikolay Razin, Dmitry Sungurov, Vadim Mottl, Ivan Torshin and Valentina Sulimova, et al. -- Fabienne Thomarat, Fabien Lauer and Yann Guermeur -- Masahito Ohue, Yuri Matsuzaki, Takashi Ishida and Yutaka Akiyama. Representation of Protein Secondary Structure Using Bond-Orientational Order Parameters / Diagnose the Premalignant Pancreatic Cancer Using High Dimensional Linear Machine / Predicting V(D)J Recombination Using Conditional Random Fields / A Simple Genetic Algorithm for Biomarker Mining / Finding Conserved Regions in Protein Structures Using Support Vector Machines and Structure Alignment / Aligning Discovered Patterns from Protein Family Sequences / Application of the Burrows-Wheeler Transform for Searching for Approximate Tandem Repeats / Pattern Recognition for Subfamily Level Classification of GPCRs Using Motif Distillation and Distinguishing Power Evaluation / Cem Meydan and Osman Ugur Sezerman -- Yifeng Li and Alioune Ngom -- Raunaq Malhotra, Shruthi Prabhakara and Raj Acharya -- Dusan Popovic, Alejandro Sifrim, Georgios A. Pavlopoulos, Yves Moreau and Bart De Moor -- Tatsuya Akutsu, Morihiro Hayashida and Takeyuki Tamura -- En-Shiun Annie Lee, Dennis Zhuang and Andrew K.C. Wong -- Agnieszka Danek, Rafał Pokrzywa, Izabela Makałowska and Andrzej Polański -- Ahmet Sinan Yavuz, Bugra Ozer and Osman Ugur Sezerman.

This book constitutes the refereed proceedings of the 7th International Conference on Pattern Recognition in Bioinformatics, PRIB 2012, held in Tokyo, Japan, in November 2012. The 24 revised full papers presented were carefully reviewed and selected from 33 submissions. Their topics are widely ranging from fundamental techniques, sequence analysis to biological network analysis. The papers are organized in topical sections on generic methods, visualization, image analysis, and platforms, applications of pattern recognition techniques, protein structure and docking, complex data analysis, and sequence analysis.


English.

9783642341236 3642341233 3642341225 9783642341229

10.1007/978-3-642-34123-6 doi

101596932 DNLM


Bioinformatics--Congresses.
Pattern recognition systems--Congresses.
Publication Formats
Investigative Techniques
Information Science.
Biology.
Analytical, Diagnostic and Therapeutic Techniques and Equipment
Biological Science Disciplines.
Publication Characteristics
Natural Science Disciplines.
Disciplines and Occupations
Pattern Recognition, Automated.
Congresses
Computational Biology.
Methods.
Informatique.
Bioinformatics.
Pattern recognition systems.

Computer science. Data mining. Artificial intelligence. Optical pattern recognition. Bioinformatics. Pattern Recognition. Algorithm Analysis and Problem Complexity. computerwetenschappen computer sciences computational science patroonherkenning algoritmen algorithms computeranalyse computer analysis kunstmatige intelligentie gezondheid health informatica informatics datamining Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen)


Congress.
Electronic books.
Conference papers and proceedings.
Computer software.

QH324.2 / .P75 2012

570.285

2012 J-042 QU 26.5

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