Pattern Recognition and Machine Intelligence: Third International Conference, PReMI 2009 New Delhi, India, December 16-20, 2009 Proceedings

Overview

This book constitutes the refereed proceedings of the Third
International Conference on Pattern Recognition and Machine
Intelligence, PReMI 2009, held in New Delhi, India in December 2009. The 98 revised papers presented were carefully reviewed and selected from 221 initial submissions. The papers are organized in topical sections on pattern recognition and machine learning, soft computing andapplications, bio and chemo informatics, text and ...

See more details below
Paperback (2009)
$131.68
BN.com price
(Save 22%)$169.00 List Price
Other sellers (Paperback)
  • All (6) from $114.25   
  • New (5) from $114.25   
  • Used (1) from $131.67   
Sending request ...

Overview

This book constitutes the refereed proceedings of the Third
International Conference on Pattern Recognition and Machine
Intelligence, PReMI 2009, held in New Delhi, India in December 2009. The 98 revised papers presented were carefully reviewed and selected from 221 initial submissions. The papers are organized in topical sections on pattern recognition and machine learning, soft computing andapplications, bio and chemo informatics, text and data mining, image analysis, document image processing, watermarking and steganography, biometrics, image and video retrieval, speech and audio processing, as well as on applications.

Read More Show Less

Product Details

Table of Contents

Pattern Recognition and Machine Learning.- New Approaches to Design and Control of Time Limited Search Algorithms.- Feature Selection Using Non Linear Feature Relation Index.- Classification of Multi-variate Varying Length Time Series Using Descriptive Statistical Features.- 2D-LPI: Two-Dimensional Locality Preserving Indexing.- A Geometric Algorithm for Learning Oblique Decision Trees.- Kernel Optimization Using a Generalized Eigenvalue Approach.- Zero Norm Least Squares Proximal SVR.- Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers.- Metric in Feature Space.- Speeding-Up the K-Means Clustering Method: A Prototype Based Approach.- Constructive Semi-Supervised Classification Algorithm and Its Implement in Data Mining.- Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter.- Multi-objective Evolutionary Feature Selection.- A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification.- Clustering in Concept Association Networks.- Soft Computing and Applications.- Interactive Rough-Granular Computing in Pattern Recognition.- Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions.- Case Indexing Using PSO and ANN in Real Time Strategy Games.- Construction of Fuzzy Relation by Closure Systems.- Incorporating Fuzziness to CLARANS.- Development of a Neuro-fuzzy MR Image Segmentation Approach Using Fuzzy C-Means and Recurrent Neural Network.- Weak Fuzzy Equivalence and Equality Relations.- Estimation of Tailor-Welded Blank Parameters for Acceptable Tensile Behaviour Using ANN.- Bio and Chemo Informatics.- Identification of N-Glycosylation Sites with Sequence and Structural Features Employing Random Forests.- Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers.- Data Mining by Navigation – An Experience with Systems Biology.- A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks.- Automated Identification of Protein Structural Features.- Using Supervised Learning and Comparing General and ANTI-HIV Drug Databases Using Chemoinformatics.- Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting.- A Constraint Based Method for Optimization in Metabolic Pathways.- Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks.- Text and Data Mining.- Learning Age and Gender of Blogger from Stylistic Variation.- Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier.- Feature and Opinion Mining for Customer Review Summarization.- A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition.- A News Analysis and Tracking System.- Anomaly Detection from Call Data Records.- Mining Calendar-Based Periodicities of Patterns in Temporal Data.- A Relation Mining and Visualization Framework for Automated Text Summarization.- Mining Local Association Rules from Temporal Data Set.- Multi-label Text Classification Approach for Sentence Level News Emotion Analysis.- Semantic Relation between Words with the Web as Information Source.- Automatic Keyphrase Extraction from Medical Documents.- Image Analysis.- An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models.- Evaluation of Segmentation Techniques Using Region Size and Boundary Information.- Unsupervised Color Image Segmentation Using Compound Markov Random Field Model.- A New Statistical Restoration Method for Spatial Domain Images.- Prediction of Cloud for Weather Now-Casting Application Using Topology Adaptive Active Membrane.- Image Enhancement Using Multi-objective Genetic Algorithms.- A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain.- A Novel Multimodality Image Fusion Method Using Region Consistency Rule.- Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform.- Improvised Filter Design for Depth Estimation from Single Monocular Images.- Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking.- Effective and Efficient Tracking and Ego-Motion Recovery for Mobile Cameras.- Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components.- Human Action Recognition Based on Spatio-temporal Features.- A Novel Hybrid Pansharpening Method Using Contourlet Transform.- Document Image Processing.- Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis.- Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field.- Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks.- Foreground Text Extraction in Color Document Images for Enhanced Readability.- A Novel Approach to Skeletonization for Multi-font OCR Applications.- A Novel Approach for Detection of Alteration in Ball Pen Writings.- Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms.- Watermarking and Steganography.- Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting.- MRF Based LSB Steganalysis: A New Measure of Steganography Capacity.- Partial Encryption on SPIHT Compressed Images.- Evaluation of Feature Selection Measures for Steganalysis.- Biometrics.- Mutual Neighborhood Based Discriminant Projection for Face Recognition.- Biometric Gait Recognition with Carrying and Clothing Variants.- Context Switching Algorithm for Selective Multibiometric Fusion.- Biometric Based Unique Key Generation for Authentic Audio Watermarking.- Annular Iris Recognition Using SURF.- Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks.- Segmentation for Iris Localisation: A Novel Approach Suitable for Fake Iris Detection.- Image and Video Retrieval.- Key Independent Retrieval of Chaotic Encrypted Images.- A Bayesian Approach to Hybrid Image Retrieval.- Hierarchical System for Content Based Categorization and Orientation of Consumer Images.- Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology.- Using Concept Recognition to Annotate a Video Collection.- Speech and Audio Processing.- Variational Bayes Adapted GMM Based Models for Audio Clip Classification.- Cross-Lingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition.- Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins.- Unit Selection Using Linguistic, Prosodic and Spectral Distance for Developing Text-to-Speech System in Hindi.- Exploring Speech Features for Classifying Emotions along Valence Dimension.- Applications.- A Novel Time Decaying Approach to Obstacle Avoidance.- Chaotic Synchronization and Secure Communication Using Contraction Theory.- Fault Diagnosis of an Air-Conditioning System Using LS-SVM.- Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection.- Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network.- A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks.- Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning.- Algorithms to Automate Estimation of Time Codes for Captioning Digital Media.- Disclosing Patterns in IT Project Management - A Rough Set Perspective.- Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction.- Mean-Entropy-Skewness Fuzzy Portfolio Selection by Credibility Theory Approach.- Late Blight Forecast Using Mobile Phone Based Agro Advisory System.- Evolutionary Computing.- Evolutionary and Iterative Crisp and Rough Clustering I: Theory.- Evolutionary and Iterative Crisp and Rough Clustering II: Experiments.

Read More Show Less

Customer Reviews

Be the first to write a review
( 0 )
Rating Distribution

5 Star

(0)

4 Star

(0)

3 Star

(0)

2 Star

(0)

1 Star

(0)

Your Rating:

Your Name: Create a Pen Name or

Barnes & Noble.com Review Rules

Our reader reviews allow you to share your comments on titles you liked, or didn't, with others. By submitting an online review, you are representing to Barnes & Noble.com that all information contained in your review is original and accurate in all respects, and that the submission of such content by you and the posting of such content by Barnes & Noble.com does not and will not violate the rights of any third party. Please follow the rules below to help ensure that your review can be posted.

Reviews by Our Customers Under the Age of 13

We highly value and respect everyone's opinion concerning the titles we offer. However, we cannot allow persons under the age of 13 to have accounts at BN.com or to post customer reviews. Please see our Terms of Use for more details.

What to exclude from your review:

Please do not write about reviews, commentary, or information posted on the product page. If you see any errors in the information on the product page, please send us an email.

Reviews should not contain any of the following:

  • - HTML tags, profanity, obscenities, vulgarities, or comments that defame anyone
  • - Time-sensitive information such as tour dates, signings, lectures, etc.
  • - Single-word reviews. Other people will read your review to discover why you liked or didn't like the title. Be descriptive.
  • - Comments focusing on the author or that may ruin the ending for others
  • - Phone numbers, addresses, URLs
  • - Pricing and availability information or alternative ordering information
  • - Advertisements or commercial solicitation

Reminder:

  • - By submitting a review, you grant to Barnes & Noble.com and its sublicensees the royalty-free, perpetual, irrevocable right and license to use the review in accordance with the Barnes & Noble.com Terms of Use.
  • - Barnes & Noble.com reserves the right not to post any review -- particularly those that do not follow the terms and conditions of these Rules. Barnes & Noble.com also reserves the right to remove any review at any time without notice.
  • - See Terms of Use for other conditions and disclaimers.
Search for Products You'd Like to Recommend

Recommend other products that relate to your review. Just search for them below and share!

Create a Pen Name

Your Pen Name is your unique identity on BN.com. It will appear on the reviews you write and other website activities. Your Pen Name cannot be edited, changed or deleted once submitted.

 
Your Pen Name can be any combination of alphanumeric characters (plus - and _), and must be at least two characters long.

Continue Anonymously

    If you find inappropriate content, please report it to Barnes & Noble
    Why is this product inappropriate?
    Comments (optional)