IMMM 2012, The Second International Conference on Advances in Information Mining and Management

Type: conference

Notes: IARIA Conference.

Editors:
Zari Dzalilov, University of Ballarat - Victoria, Australia
Petre Dini, Concordia University, Canada & China Space Agency, China

ISSN: 2326-9332

ISBN: 978-1-61208-227-1

Location: Venice, Italy

Dates: from October 21, 2012 to October 26, 2012

Articles: there are 27 articles

Negation Identification and Calculation in Sentiment Analysis
Amna Asmi and Tanko Ishaya
keywords: Negation Identification; Negation Calculation; Subjectivity Analysis; Sentiment Analysis; Opinion Mining; Social Media Mining; Text Mining

Applying of Sentiment Analysis for Texts in Russian Based on Machine Learning Approach
Nafissa Yussupova, Diana Bogdanova, and Maxim Boyko
keywords: text analysis; analysis of tonality; sentiment analysis; machine learning

A Novel Dependability Model to Define Normal Network Behavior
Maher Salem and Ulrich Buehler
keywords: correlation matrix; dependability; normal network behavior; linear association

Semantic Description of Text Mining Services
Katja Pfeifer and Alexander Schill
keywords: Text Mining, Semantic Description, Service Oriented Architecture

Semantic Tools for Forensics: A Highly Adaptable Framework
Michael Spranger, Stefan Schildbach, Florian Heinke, Steffen Grunert, and Dirk Labudde
keywords: forensic; ontology; taxonomy; querying; framework

Particular Requirements on Opinion Mining for the Insurance Business
Sven Rill, Johannes Drescher, Dirk Reinel, Jörg Scheidt, and Florian Wogenstein
keywords: opinion mining; insurance; aspect-based opinion mining; domain-specific orientation

How to Support Prediction of Amyloidogenic Regions - The Use of a GA-Based Wrapper Feature Selections
Olgierd Unold
keywords: Amyloid Proteins; Data Mining; Feature Subset Selection

Application of Optimisation-Based Data Mining Techniques to Medical Data Sets: A Comparative Analysis
Zari Dzalilov, Adil Bagirov, and Musa Mammadov
keywords: data mining; optimisation; cystic fibrosis; tobacco control.

Network Monitoring Method Based on Self-learning and Multi-dimensional Analysis
Isao Shimokawa and Toshiaki Tarui
keywords: Monitor; Network fault; Mahalanobis distance

Structure Learning of Bayesian Networks Using a New Unrestricted Dependency Algorithm
Sona Taheri and Musa Mammadov
keywords: Data Mining; Bayesian Networks; Naive Bayes; Tree Augmented Naive Bayes; $k-$Dependency Bayesian Networks; Topological Traversal Algorithm

Comparison of Different Calculations of the Density-Based Local Outlier Factor
Vanda Vintrova, Tomas Vintr, and Hana Rezankova
keywords: local outlier factor; density-based algorithm; outlier detection.

Data Mining Application for Anti-Crisis Management
Nafisa Yusupova and Gyuzel Shakhmametova
keywords: data mining, forecasting, decision support system, anti-crisis management, bankruptcy monitoring

Oracle NoSQL Database - Scalable, Transactional Key-value Store
Ashok Joshi, Sam Haradhvala, and Charles Lamb
keywords: NoSQL; Big Data; Database Systems

Efficient Extraction of Motion Flow Data From a Repository of Three-Dimensional Trajectories Using Bi-Dimensional Indexes
Antonio d'Acierno, Marco Leone, Alessia Saggese, and Mario Vento
keywords: information retrieval; spatio-temporal queries; indexing; segmentation

On Biometric Verification of a User by Means of Eye Movement Data Mining
Youming Zhang and Martti Juhola
keywords: biometric verification; eye movements; saccades; multilayer percetron neural networks; radial basis function networks; support vector machines; logistic discriminant analysis

Extracting Transportation Information and Traffic Problems From Tweets During a Disaster
Aya Ishino, Shuhei Odawara, Hidetsugu Nanba, and Toshiyuki Takezawa
keywords: disaster; evacuation routes; information extraction.

Classification of Time-Interval and Hybrid Sequential Temporal Patterns
Mohammed AL Zamil
keywords: Temporal Data Analysis; Classification of Temporal Data; Lexical Patterns

Optimized Class Association Rule Mining using Genetic Network Programming with Automatic Termination
Eloy Gonzales, Bun Theang Ong, and Koji Zettsu
keywords: Association rule mining; classification; evolutionary computation; genetic network programming; termination criteria.

Information Mining Over Significant Interval on Historical Data: A Study on World Major Indexes
Kwan-Hua Sim
keywords: Time Series Analysis; Data Mining; Statistical Analysis; Technical Analysis

A Fast Short Read Alignment Algorithm Using Histogram-Based Features
Qiu Chen, Koji Kotani, Feifei Lee, and Tadahiro Ohmi
keywords: Short read; Alignment; Fast search; Smith-Waterman; Histogram-based feature

AgileKDD An Agile Knowledge Discovery in Databases Process Model
Givanildo Nascimento and Adicinéia Oliveira
keywords: Knowledge Discovery in Databases; Business Intelligence; Agile Software Development; Software Process

An Improved Face Recognition Algorithm Using Adjacent Pixel Intensity Difference Quantization Histogram and Markov Stationary Feature
Feifei Lee, Koji Kotani, Qiu Chen, and Tadahiro Ohmi
keywords: Face recognition; Adjacent pixel intensity difference quantization (APIDQ); Markov stationary feature (MSF); Multiresolution; Histogram feature

Music Recommendation Based on Text Mining
Ziwon Hyung, MyoungA Lee, and Kyogu Lee
keywords: text mining; Latent Semantic Analysis; music recommendation

Automated Reference Model Generation and Utilization for Dimensional Control of Large Scale Assemblies and Assembly Processes
Teuvo Heimonen and Markku Manninen
keywords: accuracy control; large scale assemblies; data extraction; dimensional inspection

ListCreator: Entity Ranking on the Web
Alexandros Komninos and Avi Arampatzis
keywords: web entity ranking; entity search; information retrieval

Parallel Processing of Very Many Textual Customers' Reviews Freely Written Down in Natural Languages
Jan Zizka and Frantisek Darena
keywords: text mining; natural language; parallel processing; decision tree; data subset size; computational complexity.

A New Algorithm for Accurate Histogram Construction
Zeineb Dhouioui, Wissem Labbadi, and Jalel Akaichi
keywords: Optimal histograms; query result size estimation; error; query optimization; data summarization