Automated semantic elaboration of web site information architecture
Interacting with Computers
Predicting the potential habitat of oaks with data mining models and the R system
Environmental Modelling & Software
A new approach to intrusion detection using Artificial Neural Networks and fuzzy clustering
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Intelligent phishing detection system for e-banking using fuzzy data mining
Expert Systems with Applications: An International Journal
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
B2R: an algorithm for converting Bayesian networks to sets of rules
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
A clustering study of a 7000 EU document inventory using MDS and SOM
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Open source data mining tools for audit purposes
Proceedings of the 2011 Workshop on Open Source and Design of Communication
Proceedings of the 2011 ACM SIGGRAPH Symposium on Video Games
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Learning from label proportions by optimizing cluster model selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
HRVFrame: Java-based framework for feature extraction from cardiac rhythm
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
AIASABEBI'11 Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications
Data mining and model trees study on GDP and its influence factors
AIASABEBI'11 Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications
Fiscal policy, the main tool to influence the capital markets' strength
AIASABEBI'11 Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications
An experimental comparison of classification algorithms for imbalanced credit scoring data sets
Expert Systems with Applications: An International Journal
Towards learning to detect meaningful changes in software
Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering
Preserving privacy of moving objects via temporal clustering of spatio-temporal data streams
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS
Data mining project: a critical element in teaching, learning and assessment of a data mining module
BNCOD'11 Proceedings of the 28th British national conference on Advances in databases
International Journal of Computational Science and Engineering
Affect detection from human-computer dialogue with an intelligent tutoring system
IVA'06 Proceedings of the 6th international conference on Intelligent Virtual Agents
Expert Systems with Applications: An International Journal
Data mining for student retention management
Journal of Computing Sciences in Colleges
Iterative mining of resource-releasing specifications
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Artificial Intelligence Review
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Mathematical and Computer Modelling: An International Journal
A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Developer prioritization in bug repositories
Proceedings of the 34th International Conference on Software Engineering
Summarisation of the logical structure of XML documents
Information Processing and Management: an International Journal
Interfaces
Feature reduction to speed up malware classification
NordSec'11 Proceedings of the 16th Nordic conference on Information Security Technology for Applications
Hybrid random forests: advantages of mixed trees in classifying text data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Expert Systems with Applications: An International Journal
Mining of classification patterns in clinical data through data mining algorithms
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Building a conversational simstudent
ITS'12 Proceedings of the 11th international conference on Intelligent Tutoring Systems
A few useful things to know about machine learning
Communications of the ACM
A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier
Expert Systems with Applications: An International Journal
Multimodal behavioral analysis for non-invasive stress detection
Expert Systems with Applications: An International Journal
Journal of Ambient Intelligence and Smart Environments
Adapting breast density classification from digitized to full-field digital mammograms
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
SOHAC: efficient storage of tick data that supports search and analysis
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Forecasting corporate bankruptcy with an ensemble of classifiers
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Credit rating using a hybrid voting ensemble
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Learning sentiments from tweets with personal health information
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Mining the hidden structure of inductive learning data sets
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
The transformation of surgery patient care with a clinical research information system
Expert Systems with Applications: An International Journal
Discovery and evaluation of student's profiles with machine learning
Proceedings of the Fifth Balkan Conference in Informatics
Evaluating automatic group formation mechanisms to promote collaborative learning - a case study
International Journal of Learning Technology
Ensemble approaches for regression: A survey
ACM Computing Surveys (CSUR)
Scripts as source of information to contextual video advertising
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Building a big data research program at a small university
Journal of Computing Sciences in Colleges
Exploiting latent information to predict diffusions of novel topics on social networks
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Towards efficient named-entity rule induction for customizability
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Classifying different denial-of-service attacks in cloud computing using rule-based learning
Security and Communication Networks
Access to multimodal articles for individuals with sight impairments
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
Semantic awareness for automatic image interpretation
Proceedings of the 20th ACM international conference on Multimedia
Game-like language learning in 3-D virtual environments
Computers & Education
Algoritmos de clusterização e python científico apoiando modelagem de usuário
Companion Proceedings of the 11th Brazilian Symposium on Human Factors in Computing Systems
Enhancing coverage and expressive power of spatial data warehousing modeling: the SDWM approach
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
A visual approach for classification based on data projection
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Improving the cAnt-MinerPB classification algorithm
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
ClowdFlows: a cloud based scientific workflow platform
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
An open-source toolkit for mining Wikipedia
Artificial Intelligence
Semantic knowledge discovery from heterogeneous data sources
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
Rule quality measure-based induction of unordered sets of regression rules
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Multiclass classification of distributed memory parallel computations
Pattern Recognition Letters
Prediction of early stage opponents strategy for StarCraft AI using scouting and machine learning
Proceedings of the Workshop at SIGGRAPH Asia
Evolving granular neural networks from fuzzy data streams
Neural Networks
Abductive neural network modeling for hand recognition using geometric features
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Fusion of multiple texture representations for palmprint recognition using neural networks
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
A class centric feature and classifier ensemble selection approach for music genre classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
Comparing LR, GP, BPN, RBF and SVR for Self-Learning Pattern Matching in WSN Indoor Localization
International Journal of Applied Metaheuristic Computing
Wains: A pattern-seeking artificial life species
Artificial Life
Statistical affect detection in collaborative chat
Proceedings of the 2013 conference on Computer supported cooperative work
Automatic recognition of quarantine citrus diseases
Expert Systems with Applications: An International Journal
A comparative study of dimensionality reduction techniques to enhance trace clustering performances
Expert Systems with Applications: An International Journal
Predicting aging-related bugs using software complexity metrics
Performance Evaluation
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach
Electronic Notes in Theoretical Computer Science (ENTCS)
Simplified swarm optimization with differential evolution mutation strategy for parameter search
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
ACO-Based bayesian network ensembles for the hierarchical classification of ageing-related proteins
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Paragon: QoS-aware scheduling for heterogeneous datacenters
Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems
Group Recommender Model for Boosting and Optimizing Customer Purchases
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Sentiment classification based on phonetic characteristics
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
A case study of muscle dysmorphia disorder diagnostics
Expert Systems with Applications: An International Journal
An automated mineral classifier using Raman spectra
Computers & Geosciences
Content recommendation on web portals
Communications of the ACM
Networks of transform-based evolvable features for object recognition
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Evaluating the use of different measure functions in the predictive quality of ABC-miner
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Segment-based genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Prediction of assistive technology adoption for people with dementia
HIS'13 Proceedings of the second international conference on Health Information Science
REFSQ'13 Proceedings of the 19th international conference on Requirements Engineering: Foundation for Software Quality
Delta score: a novel simplified measurement for digital divide of cities
Proceedings of the 14th Annual International Conference on Digital Government Research
Towards building performance models for data-intensive workloads in public clouds
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Modelling, aggregation and simulation of a dynamic biological system through fuzzy cognitive maps
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Towards a method for automatically evolving bayesian network classifiers
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Model selection strategy for customer attrition risk prediction in retail banking
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Zero-day malware detection based on supervised learning algorithms of API call signatures
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
A learning-based method for combining testing techniques
Proceedings of the 2013 International Conference on Software Engineering
Detecting inconsistencies in wrappers: a case study
Proceedings of the 2013 International Conference on Software Engineering
Predicting bug-fixing time: an empirical study of commercial software projects
Proceedings of the 2013 International Conference on Software Engineering
Automatic socio-economic classification of households using electricity consumption data
Proceedings of the fourth international conference on Future energy systems
How to auto-configure your smart home?: high-resolution power measurements to the rescue
Proceedings of the fourth international conference on Future energy systems
Geo-spotting: mining online location-based services for optimal retail store placement
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Quality checking and mining nephrology biopsy data
Proceedings of the 6th Balkan Conference in Informatics
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Semantic Pattern Transformation: Applying Knowledge Discovery Processes in Heterogeneous Domains
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
WagTag: a dog collar accessory for monitoring canine activity levels
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Discrimination discovery in scientific project evaluation: A case study
Expert Systems with Applications: An International Journal
Application of data mining techniques for detecting asymptomatic carotid artery stenosis
Computers and Electrical Engineering
Detecting malicious behaviour using supervised learning algorithms of the function calls
International Journal of Electronic Security and Digital Forensics
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures
International Journal of Distance Education Technologies
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
A study of subgroup discovery approaches for defect prediction
Information and Software Technology
Rule-Based Semantic Concept Classification from Large-Scale Video Collections
International Journal of Multimedia Data Engineering & Management
SMINER - a platform for data mining based on service-oriented architecture
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Policy making for broadband adoption and usage in Chile through machine learning
Expert Systems with Applications: An International Journal
Interaction analysis and joint attention tracking in augmented reality
Proceedings of the 15th ACM on International conference on multimodal interaction
Identifying candidate datasets for data interlinking
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Investigating attributes affecting the performance of WBI users
Computers & Education
Predicting cardiac autonomic neuropathy category for diabetic data with missing values
Computers in Biology and Medicine
Wastewater treatment plant performance prediction with support vector machines
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Feature representation for customer attrition risk prediction in retail banking
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
An empirical study of reducing multiclass classification methodologies
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Understanding individuals' personal values from social media word use
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Data Mining Approaches for Geo-Spatial Big Data: Uncertainty Issues
International Journal of Organizational and Collective Intelligence
Spatial distance join based feature selection
Engineering Applications of Artificial Intelligence
Multistage approach for clustering and classification of ECG data
Computer Methods and Programs in Biomedicine
An ensemble of Bayesian networks for multilabel classification
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Quasar: resource-efficient and QoS-aware cluster management
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
Using linked data to mine RDF from wikipedia's tables
Proceedings of the 7th ACM international conference on Web search and data mining
QoS-Aware scheduling in heterogeneous datacenters with paragon
ACM Transactions on Computer Systems (TOCS)
Collaborative Tasks Between Robots Based on the Digital Home Compliant Protocol over UPnP
Journal of Intelligent and Robotic Systems
Artificial Intelligence in Medicine
Advanced Engineering Informatics
Review: Educational data mining: A survey and a data mining-based analysis of recent works
Expert Systems with Applications: An International Journal
Damage prediction for regular reinforced concrete buildings using the decision tree algorithm
Computers and Structures
Aircraft taxi time prediction: Comparisons and insights
Applied Soft Computing
A threshold fuzzy entropy based feature selection for medical database classification
Computers in Biology and Medicine
Vocal fatigue induced by prolonged oral reading: Analysis and detection
Computer Speech and Language
Assessment of data quality in accounting data with association rules
Expert Systems with Applications: An International Journal
An improved boosting based on feature selection for corporate bankruptcy prediction
Expert Systems with Applications: An International Journal
Sentiment analysis in Facebook and its application to e-learning
Computers in Human Behavior
A self-learning nurse call system
Computers in Biology and Medicine
Sentiment classification: The contribution of ensemble learning
Decision Support Systems
Clustering for improving educational process mining
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
Proceedings of the 23rd international conference on World wide web
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
Cost-Benefit Analysis of Virtualizing Batch Systems: Performance-Energy-Dependability Trade-Offs
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
Storage-optimizing clustering algorithms for high-dimensional tick data
Expert Systems with Applications: An International Journal
An Intelligent Decision Support System for Cropland Suitability Evaluation
Journal of Integrated Design & Process Science
Comprehensible classification models: a position paper
ACM SIGKDD Explorations Newsletter
A comparison between a communication-based and a data mining-based learning approach for agents
Intelligent Decision Technologies
A hybrid decision tree classifier
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Integrating global and local application of random subspace ensemble
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Semi-supervised projected model-based clustering
Data Mining and Knowledge Discovery
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Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. *Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects *Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods *Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks-in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization