NDLI: Keynotes - Volume 1

Please wait, while we are loading the content...

2013 12th International Conference on Machine Learning and Applications

2012 11th International Conference on Machine Learning and Applications

Volume 2 - 2012

Volume 1 - 2012

[Title page I - Vol 1]

Table of contents - Vol 1

Preface - Volume 1

Conference Organization - Volume 1

Program Committee - Volume 1

Workshops and Special Sessions - Volume 1

Keynotes - Volume 1

Application of Structural Case-Based Reasoning to Activity Recognition in Smart Home Environments

Detecting Web Robots Using Resource Request Patterns

Automatically Detecting Avalanche Events in Passive Seismic Data

Sparse Dictionary Reconstruction for Textile Defect Detection

Convolutional Neural Support Vector Machines: Hybrid Visual Pattern Classifiers for Multi-robot Systems

Introducing Subspace Grids to Recognise Patterns in Multidimensinal Data

Face Recognition in the Virtual World: Recognizing Avatar Faces

Subject-Independent Facial Expression Recognition with Biologically Inspired Features

Sparse Representation Based Discriminative Canonical Correlation Analysis for Face Recognition

Adaptive Extended Local Ternary Pattern (AELTP) for Recognizing Avatar Faces

Mean Aggregation versus Robust Rank Aggregation for Ensemble Gene Selection

SVM-based Framework for the Robust Extraction of Objects from Histopathological Images Using Color, Texture, Scale and Geometry

Effective Enrichment of Gene Expression Data Sets

Determining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray Data

A Novel Hierarchical Level Set with AR-boost for White Matter Lesion Segmentation in Diabetes

Prediction of Protein Essentiality by the Support Vector Machine with Statistical Tests

Incremental Mitosis: Discovering Clusters of Arbitrary Shapes and Densities in Dynamic Data

Network Transformation of Gene Expression for Feature Extraction

Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional Modules

Building Synthetic Networks of the Budding Yeast Cell-Cycle Using Swarm Intelligence

Incorporating Gene Significance in the Impact Analysis of Signaling Pathways

Differentiable Kernels in Generalized Matrix Learning Vector Quantization

Monte Carlo Tree Search for Bayesian Reinforcement Learning

An Inverse Reinforcement Learning Algorithm for Partially Observable Domains with Application on Healthcare Dialogue Management

Increasing Efficiency of Evolutionary Algorithms by Choosing between Auxiliary Fitness Functions with Reinforcement Learning

pRBF Kernels: A Framework for the Incorporation of Task-Specific Properties into Support Vector Methods

Deep Structure Learning: Beyond Connectionist Approaches

Balancing Public Cycle Sharing Schemes Using Independent Learners

Semi-supervised Non-negative Patch Alignment Framework

Estimating Hospital Admissions with a Randomized Regression Approach

Coupled Directional Level Set for MR Image Segmentation

Stereo Matching Based on Random Speckle Projection for Dynamic 3D Sensing

Semantic Data Types in Machine Learning from Healthcare Data

A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain

Minimal Norm Support Vector Machines for Large Classification Tasks

Fast Time Series Classification Based on Infrequent Shapelets

Cost-Sensitive Universum-SVM

A Hybrid Transfer Learning Mechanism for Object Classification across View

Location Type Classification Using Tweet Content

Topological Indoor Localization & Navigation for Autonomous Industrial Mobile Manipulator

Estimating the Convection Heat Transfer Coefficient of a Run-Out Cooling Table in a Steel-Making Process by Neural Networks

Writing with Style: Venue Classification

Incorporating Incremental and Active Learning for Scene Classification

Augmented Coupled Dictionary Learning for Image Super-Resolution

Studying the Effect of Class Imbalance in Ocean Turbine Fault Data on Reliable State Detection

Cellular Differentiation Algorithm for High Dimensional Numerical Function Optimization

Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion

Analysis of Causality in Stock Market Data

An Efficient Algorithm for top-k Queries on Uncertain Data Streams

Perceptual User Study for Combined Treemap

Feature Mapping and Fusion for Music Genre Classification

Multi-atlas Based Image Selection with Label Image Constraint

An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering Data

Supervised Low Rank Matrix Approximation for Stable Feature Selection

Applying Feature Selection to Short Time Wavelet Transformed Vibration Data for Reliability Analysis of an Ocean Turbine

Backtracking for More Efficient Large Scale Dynamic Programming

Gradient-Based Algorithms for the Automatic Construction of Fuzzy Cognitive Maps

Randomized Sampling for Large Data Applications of SVM

Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face Recognition

Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application

Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and Tags

Pattern Identification Using Reconstructed Phase Space and Hidden Markov Model

Compressive Clustering of High-Dimensional Data

Binary Function Clustering Using Semantic Hashes

Automated Storage Tiering Using Markov Chain Correlation Based Clustering

A Comparison of Graph Embedding Methods for Vertex Nomination

Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering

Can Frequent Itemset Mining Be Efficiently and Effectively Used for Learning from Graph Data?

Bias Selection Using Task-Targeted Random Subspaces for Robust Application of Graph-Based Semi-supervised Learning

Cost-Sensitive Multi-strategy Active Annotation for Text Classification

Multi-label Collective Classification Using Adaptive Neighborhoods

Meta-learning and Model Selection in Multi-objective Evolutionary Algorithms

Supervised Dictionary Learning via Non-negative Matrix Factorization for Classification

A Series Inspired CPG Model for Robot Walking Control

CPG and Reflexes Combined Adaptive Walking Control for AIBO

Integrating Machine Learning Into a Medical Decision Support System to Address the Problem of Missing Patient Data

Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers

Scalable Overlapping Co-clustering of Word-Document Data

Real-Time Statistical Background Learning for Foreground Detection under Unstable Illuminations

Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches

Interval-Valued Centroids in K-Means Algorithms

A Novel Approach to Detect Smile Expression

Structure Learning for Bayesian Networks Using the Physarum Solver

An Integrated Machine Learning and Case-Based Reasoning Approach to Answer Validation

Using Local Regression in Monte Carlo Tree Search

An Artificial Immune System Based on Holland's Classifier as Network Intrusion Detection

Taxonomic Dimensionality Reduction in Bayesian Text Classification

Artificial Neural Network for Prediction of Ethnicity Based on Iris Texture

Semantic Indexing of Video Simulations for Enhancing Medical Care During Crises

Unsupervised Anomaly Detection in Transactional Data

Riemannian Shape Analysis Based on Meridian Curves

The Assessment of the Quality of Sugar Using Electronic Tongue and Machine Learning Algorithms

A Normalized Criterion of Spatial Clustering in Model-Based Framework

Muscle Categorization Using Quantitative Needle Electromyography: A 2-Stage Gaussian Mixture Model Based Approach

Physics-Based Constraints in the Forward Modeling Analysis of Time-Correlated Image Data

Regularized Probabilistic Latent Semantic Analysis with Continuous Observations

A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis

Mining Web to Detect Phishing URLs

Macro-action Discovery Based on Change Point Detection and Boosting

A Multi-label and Adaptive Genre Classification of Web Pages

Identifying Accuracy of Social Tags by Using Clustering Representations of Song Lyrics

Enhanced multiagent multi-objective reinforcement learning for urban traffic light control

On the Use of SVMs to Detect Anomalies in a Stream of SIP Messages

Decremental Learning of Evolving Fuzzy Inference Systems Using a Sliding Window

Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model Selection

Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization

Reinforcement Learning for Production Ramp-Up: A Q-Batch Learning Approach

Interaction Trees: Optimizing Ensembles of Decision Trees for Gene-Gene Interaction Detections

Scalable Ensemble Learning by Adaptive Sampling

Tensor-Based Temporal Behavior Analysis in Pain Medicine

Prediction of Protein Structures Using GPU Based Simulated Annealing

Assessing Encoding Techniques through Correlation-Based Metrics

Predicting Congressional Votes Based on Campaign Finance Data

Polynomial Correlation Filters for Human Face Recognition

Block Level Video Steganalysis Scheme

Estimation of Susceptibility to Landslides Using Neural Networks Based on the FALCON-ART Model

Prediction of the Calcium and Magnesium Content in Soils through a Generalized Regression Neural Networks and Genetic Algorithms

A New Continuum Regression Method for Quantitative Analysis of Raman Spectrum

A Sequential Multi-task Learning Neural Network with Metric-Based Knowledge Transfer

Numerical Solution of Dirichlet Boundary Value Problems for Partial Differential Equations Using Quantum-Behaved Particle Swarm Optimization with Random Gaussian Function

Venue Recommendation: Submitting Your Paper with Style

A Sampling-Based Approach to Reducing the Complexity of Continuous State Space POMDPs by Decomposition Into Coupled Perceptual and Decision Processes

Age-Group Classification of Facial Images

A Game Theoretic Framework for Communication in Fully Observable Multiagent Systems

Author Index - Volume 1

[Publisher's Information - Volume 1]

2011 10th International Conference on Machine Learning and Applications and Workshops

2010 Ninth International Conference on Machine Learning and Applications

2009 International Conference on Machine Learning and Applications

2008 Seventh International Conference on Machine Learning and Applications

Sixth International Conference on Machine Learning and Applications (ICMLA 2007)

2006 5th International Conference on Machine Learning and Applications (ICMLA'06)

Fourth International Conference on Machine Learning and Applications (ICMLA'05)

2004 International Conference on Machine Learning and Applications, 2004. Proceedings.

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Libarray of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in