Mining Intelligence and Knowledge Exploration: Second International Conference, MIKE 2014, Cork, Ireland, December 10-12, 2014. Proceedings

✍ Scribed by Rajendra Prasath, Philip O’Reilly, T. Kathirvalavakumar (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 440
• Series: Lecture Notes in Computer Science 8891 Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the proceedings of the Second International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2014, held in Cork, Ireland, in December 2014. The 40 papers presented were carefully reviewed and selected from 69 submissions. The papers cover topics such as information retrieval, feature selection, classification, clustering, image processing, network security, speech processing, machine learning, recommender systems, natural language processing, language, cognition and computation, and business intelligence.

✦ Table of Contents

Front Matter....Pages -
An Effective Term-Ranking Function for Query Expansion Based on Information Foraging Assessment....Pages 1-10
Personalized Search over Medical Forums....Pages 11-20
Using Multi-armed Bandit to Solve Cold-Start Problems in Recommender Systems at Telco....Pages 21-30
An Improved Collaborative Filtering Model Based on Rough Set....Pages 31-41
Exploring Folksonomy Structure for Personalizing the Result Merging Process in Distributed Information Retrieval....Pages 42-50
Learning to Rank for Personalised Fashion Recommender Systems via Implicit Feedback....Pages 51-61
Convergence Problem in GMM Related Robot Learning from Demonstration....Pages 62-71
Hybridization of Ensemble Kalman Filter and Non-linear Auto-regressive Neural Network for Financial Forecasting....Pages 72-81
Forecast of Traffic Accidents Based on Components Extraction and an Autoregressive Neural Network with Levenberg-Marquardt....Pages 82-90
Top-k Parametrized Boost....Pages 91-98
Unsupervised Feature Learning for Human Activity Recognition Using Smartphone Sensors....Pages 99-107
Influence of Weak Labels for Emotion Recognition of Tweets....Pages 108-118
Focused Information Retrieval & English Language Instruction: A New Text Complexity Algorithm for Automatic Text Classification....Pages 119-134
Efficient Handwritten Numeral Recognition System Using Leaders of Separated Digit and RBF Network....Pages 135-144
Iterative Clustering Method for Metagenomic Sequences....Pages 145-154
Is There a Crowd? Experiences in Using Density-Based Clustering and Outlier Detection....Pages 155-163
Detecting Background Line as Preprocessing for Offline Signature Verification....Pages 164-171
Application of Zero-Frequency Filtering for Vowel Onset Point Detection....Pages 172-177
A Hybrid PSO Model for Solving Continuous p -median Problem....Pages 178-188
Bees Swarm Optimization for Web Information Foraging....Pages 189-198
Modeling Cardinal Direction Relations in 3D for Qualitative Spatial Reasoning....Pages 199-214
Qualitative Spatial Reasoning in 3D: Spatial Metrics for Topological Connectivity in a Region Connection Calculus....Pages 215-228
Context-Aware Case-Based Reasoning....Pages 229-238
Determining the Customer Satisfaction in Automobile Sector Using the Intuitionistic Fuzzy Analytical Hierarchy Process....Pages 239-255
Pattern Based Bootstrapping Technique for Tamil POS Tagging....Pages 256-267
Anaphora Resolution in Tamil Novels....Pages 268-277
An Efficient Tool for Syntactic Processing of English Query Text....Pages 278-287
A Tool for Converting Different Data Representation Formats....Pages 288-297
Generating Object-Oriented Semantic Graph for Text Summarisation....Pages 298-311
Ontology-Based Information Extraction from the Configuration Command Line of Network Routers....Pages 312-322
Using Association Rule Mining to Find the Effect of Course Selection on Academic Performance in Computer Science I....Pages 323-332
Information Extraction from Hungarian, English and German CVs for a Career Portal....Pages 333-341
Fuzzy Cognitive Map of Research Team Activity....Pages 342-350
Knowledge Acquisition for Automation in IT Infrastructure Support....Pages 351-360
Developing eXtensible mHealth Solutions for Low Resource Settings....Pages 361-371
Observations of Non-linear Information Consumption in Crowdfunding....Pages 372-381
The Linked Data AppStore....Pages 382-396
Geospatial Decision Support Systems: Use of Criteria Based Spatial Layers for Decision Support in Monitoring of Operations....Pages 397-406
Malware Detection in Big Data Using Fast Pattern Matching: A Hadoop Based Comparison on GPU....Pages 407-416
Design and Implementation of Key Distribution Algorithms of Public Key Cryptography for Group Communication in Grid Computing....Pages 417-424
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; Information Storage and Retrieval; Information Systems Applications (incl. Internet); Computer Imaging, Vision, Pattern Recognition and Graphics