NDLI: On Complexity of Effective Data Granulation in Databases

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2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

Volume 3 - 2014

Volume 2 - 2014

WI 2014 - II Title Page i

WI 2014 - II Title Page iii

WI 2014 - II Copyright Page

WI 2014 - II Table of Contents

WI 2014 Preface - II

WI 2014 Conference Committee - II

WI 2014 Program Committee Chairs - II

WI 2014 Program Committee Members - II

WI 2014 Non-Program Committee Reviewers - II

GeoEcho: Inferring User Interests from Geotag Reports in Network Traffic

A Dynamic Approach to the Website Boundary Detection Problem Using Random Walks

Ranking of Coordinate Terms and Hypernyms Using a Hypernym-Hyponym Dictionary

Semantic Similarity Measurements for Multi-lingual Short Texts Using Wikipedia

Using Extended Random Set to Find Specific Patterns

A POI Categorization by Composition of Onomastic and Contextual Information

Parallel Community Detection for Cross-Document Coreference

Implicitly Learning a User Interest Profile for Personalization of Web Search Using Collaborative Filtering

DiscWord: Learning Discriminative Topics

Evaluating Feature Sets and Classifiers for Sentiment Analysis of Financial News

Make It Possible: Multilingual Sentiment Analysis without Much Prior Knowledge

Web-Based Analysis of Chinese Discourse Markers for Opinion Mining

Transfer Learning for Emotional Polarity Classification

Multilingual Sentiment Analysis Using Emoticons and Keywords

A Statistical and Evolutionary Approach to Sentiment Analysis

Ranking Linked-Entities in a Sentiment Graph

Sentiment-Based Features for Predicting Election Polls: A Case Study on the Brazilian Scenario

Learning Bilingual Embedding Model for Cross-Language Sentiment Classification

Exploiting Social Media for Stock Market Prediction with Factorization Machine

Temporal Behavior of Social Network Users in Information Diffusion

Predicting Personality on Social Media with Semi-supervised Learning

The Correlation between Language Shift and Social Conflicts in Polarized Social Media

A Systematic Framework for Sentiment Identification by Modeling User Social Effects

Recursive Deep Learning for Sentiment Analysis over Social Data

Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity

TSBM: The Temporal-Spatial Bayesian Model for Location Prediction in Social Networks

Enterprise Contextual Intelligence

Exploiting Text Mining Techniques for Contextual Recommendations

Generating Personalized Snippets for Web Page Recommender Systems

Can Latent Features Be Interpreted as Users in Matrix Factorization-Based Recommender Systems?

Swarming in the Urban Web Space to Discover the Optimal Region

Synthoid: Endpoint User Profile Control

SocialTrust: Adaptive Trust Oriented Incentive Mechanism for Social Commerce

Automatic Tagging Web Services Using Machine Learning Techniques

Web Service Matchmaking Using a Hybrid of Signature and Specification Matching Methods

Computing Trust as a Form of Presumptive Reasoning

VIPReader: A Light News Reader for the Visually Impaired Person

Context Recommendation Using Multi-label Classification

Tools for External Plagiarism Detection in DOCODE

Two-Phase Pareto Set Discovery for Team Formation in Social Networks

Predicting the Near-Weekend Ticket Sales Using Web-Based External Factors and Box-Office Data

Ontology Based Data Access and Integration for Improving the Effectiveness of Farming in Nepal

Recommending Judgment Targets for Rating Provision

How Can We Help Our K-12 Teachers?: Using a Recommender to Make Personalized Book Suggestions

Word Sense Induction with Multilingual Features Representation

Categorizing Overlapping Regions in Clustering Analysis Using Three-Way Decisions

On Complexity of Effective Data Granulation in Databases

FPGA in Rough-Granular Computing: Reduct Generation

Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme

Formal Analysis of Statistical Dependence Based Homological Algebra

Data Mining Considering Curation

On Some Models of Objective-Based Rough Clustering

Maximum Entropy Based Associative Regression for Sparse Datasets

Boosting Country Classification for Semantic Annotation in Social Networks: Person and Place Country Recognition

Support Vector Machine for Malware Analysis and Classification

Online Classification with Partially Labelled Texts

A New Method for Community Detection Using Seed Nodes

A First-Order Decomposition Algorithm for Training Bound-Constrained Support Vector Machines

Text Document Latent Subspace Clustering by PLSA Factors

Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques

Spammer Classification Using Ensemble Methods over Structural Social Network Features

FoP: Never-Ending Learner for Multimedia Knowledge Extraction

A Clique Based Web Page Classification Corrective Approach

Learning Hypotheses from Triadic Labeled Data

Incremental Multi-manifold Out-of-Sample Data Prediction

Uncertainty Reasoning Based Formal Framework for Big Video Data Understanding

Protecting Data Privacy from Being Inferred from High Dimensional Correlated Data

Privacy-Preserving WebID Analytics on the Decentralized Policy-Aware Social Web

Identifying Interaction Groups in Social Network Using a Game-Theoretic Approach

Enhanced Factored Sequence Kernel for Sentiment Classification

WI 2014 - II Author Index

WI 2014 - II Publisher's Information

Volume 1 - 2014

2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology

2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology

2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology

2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

IEEE/WIC/ACM International Conference on Web Intelligence (WI'07)

2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops

2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06)

The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05)

IEEE/WIC/ACM International Conference on Web Intelligence (WI'04)

Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003)

On Complexity of Effective Data Granulation in Databases

Content Provider	IEEE Xplore Digital Library
Author	Wroblewski, J. Kowalski, M.
Copyright Year	2014
Description	Author affiliation: Inst. of Math., Univ. of Warsaw, Warsaw, Poland (Kowalski, M.) \|\| Infobright Inc., Warsaw, Poland (Wroblewski, J.)
Abstract	We present a problem of splitting objects from finite set into heterogenous groups of equal or almost equal cardinalities. The problem resembles the classic problem of data clustering, but additional constraint on groups size and global measure of clustering quality makes well known clustering algorithms hardly applicable. Such problem occurs - as we believe - in many important aspects in computer science. We will consider its context in database area and make "body of research" the Info bright RDBMS as we noticed the problem emerges there in some natural way. In the paper we define the problem and present some specified applications. The main contribution of the article is the proof of its NP-hardness.
Sponsorship	IEEE Comput. Soc.
Starting Page	358
Ending Page	363
File Size	579153
Page Count	6
File Format	PDF
ISBN	9781479941438
DOI	10.1109/WI-IAT.2014.119
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-08-11
Publisher Place	Poland
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Outliers Query processing Loading Granulatng Vectors NP-hard Problem Analytic Databases Engines Sorting
Content Type	Text
Resource Type	Article

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