Editorial: special issue on learning from imbalanced data sets

Price prediction and insurance for online auctions

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Instance Filtering for entity recognition

ACM SIGKDD Explorations Newsletter - Natural language processing and text mining

Wrapper-based computation and evaluation of sampling methods for imbalanced datasets

UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

Scamseek: a language technology project fulfilling research objectives with industrial obligations

SEARCC '05 Proceedings of the 2005 South East Asia Regional Computer Science Confederation (SEARCC) Conference - Volume 46

Learning concepts from large scale imbalanced data sets using support cluster machines

MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia

Classification-based melody transcription

Machine Learning

The effect of imbalanced data sets on LDA: A theoretical and empirical analysis

Pattern Recognition

Learning DFA representations of HTTP for protecting web applications

Computer Networks: The International Journal of Computer and Telecommunications Networking

LIPTUS: associating structured and unstructured information in a banking environment

Proceedings of the 2007 ACM SIGMOD international conference on Management of data

Infinitely Imbalanced Logistic Regression

The Journal of Machine Learning Research

Cost-sensitive boosting for classification of imbalanced data

Pattern Recognition

An Evaluation of the Robustness of MTS for Imbalanced Data

IEEE Transactions on Knowledge and Data Engineering

Relation extraction and the influence of automatic named-entity recognition

ACM Transactions on Speech and Language Processing (TSLP)

A genetic approach for efficient outlier detection in projected space

Pattern Recognition

Do unbalanced data have a negative effect on LDA?

Pattern Recognition

Do unbalanced data have a negative effect on LDA?

Pattern Recognition

AdaBoost with SVM-based component classifiers

Engineering Applications of Artificial Intelligence

Addressing class distribution issues of the drawing vs writing classification in an ink stroke sequence

SBIM '07 Proceedings of the 4th Eurographics workshop on Sketch-based interfaces and modeling

An information granulation based data mining approach for classifying imbalanced data

Information Sciences: an International Journal

A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets

Fuzzy Sets and Systems

Automatically countering imbalance and its empirical relationship to cost

Data Mining and Knowledge Discovery

When Overlapping Unexpectedly Alters the Class Imbalance Effects

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II

An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

Reducing False Alarm of Video-Based Smoke Detection by Support Vector Machine

PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics

Combining One-Class Classification Models Based on Diverse Biological Data for Prediction of Protein-Protein Interactions

DILS '08 Proceedings of the 5th international workshop on Data Integration in the Life Sciences

Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition

Using Cost-Sensitive Learning to Determine Gene Conversions

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence

Imbalanced SVM Learning with Margin Compensation

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Subgroup discover in large size data sets preprocessed using stratified instance selection for increasing the presence of minority classes

Pattern Recognition Letters

Decision tree learning for freeway automatic incident detection

Expert Systems with Applications: An International Journal

Compact Rule Learner on Weighted Fuzzy Approximation Spaces for Class Imbalanced and Hybrid Data

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing

Unknown Malcode Detection Using OPCODE Representation

EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics

Enhancing network based intrusion detection for imbalanced data

International Journal of Knowledge-based and Intelligent Engineering Systems

Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets

International Journal of Approximate Reasoning

Using the Web as corpus for self-training text categorization

Information Retrieval

On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets

Expert Systems with Applications: An International Journal

Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Anomaly detection: A survey

ACM Computing Surveys (CSUR)

Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey

Information Security Tech. Report

A Method to Classify Data by Fuzzy Rule Extraction from Imbalanced Datasets

Proceedings of the 2006 conference on Artificial Intelligence Research and Development

A Preliminar Analysis of CO2RBFN in Imbalanced Problems

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence

Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence

Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis

Chromatographic Pattern Recognition Using Optimized One-Class Classifiers

IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis

A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems

Applied Soft Computing

B-ROC curves for the assessment of classifiers over imbalanced data sets

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2

Thresholding for making classifiers cost-sensitive

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Troubleshooting thousands of jobs on production grids using data mining techniques

GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing

The Needles-in-Haystack Problem

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

SemEval-2010 task 7: argument selection and coercion

DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions

An Intelligent Agent That Autonomously Learns How to Translate

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02

Evolutionary undersampling for classification with imbalanced datasets: Proposals and taxonomy

Evolutionary Computation

Agreement detection in multiparty conversation

Proceedings of the 2009 international conference on Multimodal interfaces

Meta-learning for imbalanced data and classification ensemble in binary classification

Neurocomputing

SVMs modeling for highly imbalanced classification

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing

Exploratory undersampling for class-imbalance learning

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Distinctive characteristics of a metric using deviations from Poisson for feature selection

Expert Systems with Applications: An International Journal

A neural network based information granulation approach to shorten the cellular phone test process

Computers in Industry

Differentiating between individual class performance in genetic programming fitness for classification with unbalanced data

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Multi-Objective Genetic Programming for Classification with Unbalanced Data

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence

Support vector self-organizing learning for imbalanced medical data

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Diversity exploration and negative correlation learning on imbalanced data sets

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Performance evaluation of classification methods in cultural modeling

ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics

Handling class imbalance problem in cultural modeling

ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics

On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets

Information Sciences: an International Journal

Facetwise analysis of XCS for problems with class imbalances

IEEE Transactions on Evolutionary Computation

Improving software-quality predictions with data sampling and boosting

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans

An investigation of neural network classifiers with unequal misclassification costs and group sizes

Decision Support Systems

Sequential anomaly detection based on temporal-difference learning: Principles, models and case studies

Applied Soft Computing

A study on the use of the fuzzy reasoning method based on the winning rule vs. voting procedure for classification with imbalanced data sets

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

A survey on the application of genetic programming to classification

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Taking advantage of the web for text classification with imbalanced classes

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Making class bias useful: a strategy of learning from imbalanced data

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

Analyzing PETs on imbalanced datasets when training and testing class distributions differ

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

A comparison of different off-centered entropies to deal with class imbalance for decision trees

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Training neural networks for protein secondary structure prediction: the effects of imbalanced data set

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications

An improved AdaBoost algorithm for unbalanced classification data

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

FSVM-CIL: fuzzy support vector machines for class imbalance learning

IEEE Transactions on Fuzzy Systems - Special section on computing with words

AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data

Proceedings of the 12th annual conference on Genetic and evolutionary computation

A computer-aided detection system for clustered microcalcifications

Artificial Intelligence in Medicine

VQSVM: A case study for incorporating prior domain knowledge into inductive machine learning

Neurocomputing

Outlier detection for simple default theories

Artificial Intelligence

An unsupervised self-organizing learning with support vector ranking for imbalanced datasets

Expert Systems with Applications: An International Journal

Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets

Pattern Recognition Letters

Multi-class imbalanced data-sets with linguistic fuzzy rule based classification systems based on pairwise learning

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets

Expert Systems with Applications: An International Journal

An empirical study of applying ensembles of heterogeneous classifiers on imperfect data

PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining

Local PCA regression for missing data estimation in telecommunication dataset

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

RAMOBoost: ranked minority oversampling in boosting

IEEE Transactions on Neural Networks

Customer Validation of Commercial Predictive Models

Proceedings of the 2010 conference on Data Mining for Business Applications

Data mining for credit card fraud: A comparative study

Decision Support Systems

Comparison of metrics for feature selection in imbalanced text classification

Expert Systems with Applications: An International Journal

Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Two-stage approach for unbalanced classification with time-varying decision boundary: application to marine container inspection

ACM SIGKDD Workshop on Intelligence and Security Informatics

Intelligent document routing as a first step towards workflow automation: a case study implemented in SQL

ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I

Class information adapted kernel for support vector machine

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

A preliminary study on the selection of generalized instances for imbalanced classification

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I

Using genetic K-means algorithm for PCA regression data in customer churn prediction

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Using PCA to predict customer churn in telecommunication dataset

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds

The Journal of Machine Learning Research

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

Pattern Recognition

A dynamic over-sampling procedure based on sensitivity for multi-class problems

Pattern Recognition

Web spam classification: a few features worth more

Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality

Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data

International Journal of Approximate Reasoning

Genetic algorithms as a pre processing strategy for imbalanced datasets

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction

ACM Transactions on Asian Language Information Processing (TALIP)

Detecting adversarial advertisements in the wild

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Sample subset optimization for classifying imbalanced biological data

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II

Evolutionary-based selection of generalized instances for imbalanced classification

Knowledge-Based Systems

Toward exploiting EEG input in a reading tutor

AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education

Text classification for data loss prevention

PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies

Link prediction via matrix factorization

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II

On the stratification of multi-label data

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III

A classification framework for disambiguating web people search result using feedback

WAIM'11 Proceedings of the 12th international conference on Web-age information management

A learning strategy for highly imbalanced classification

Proceedings of the Third International Conference on Internet Multimedia Computing and Service

Collaborative online learning of user generated content

Proceedings of the 20th ACM international conference on Information and knowledge management

The effect of class imbalance, complexity, size, and learning distribution on classifier performance

International Journal of Advanced Intelligence Paradigms

A simplified multi-class support vector machine with reduced dual optimization

Pattern Recognition Letters

Improving SVM training by means of NTIL when the data sets are imbalanced

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

Hybrid cost-sensitive decision tree

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Developing robust models for favourability analysis

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis

The class imbalance problem in TLC image classification

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II

"I loan because...": understanding motivations for pro-social lending

Proceedings of the fifth ACM international conference on Web search and data mining

Hellinger distance decision trees are robust and skew-insensitive

Data Mining and Knowledge Discovery

ISCSLP SR evaluation, UVA–CS_es system description. a system based on ANNs

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing

Simple test strategies for cost-sensitive decision trees

ECML'05 Proceedings of the 16th European conference on Machine Learning

Borderline-SMOTE: a new over-sampling method in imbalanced data sets learning

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics

Expert Systems with Applications: An International Journal

Cascading customized naïve bayes couple

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence

Beyond accuracy, f-score and ROC: a family of discriminant measures for performance evaluation

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence

Incremental learning of new classes in unbalanced datasets: Learn++.UDNC

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems

Genetic programming for classification with unbalanced data

EuroGP'10 Proceedings of the 13th European conference on Genetic Programming

A proposal of evolutionary prototype selection for class imbalance problems

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Content-based trust and bias classification via biclustering

Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality

An efficient ensemble method for classifying skewed data streams

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications

DBSMOTE: Density-Based Synthetic Minority Over-sampling TEchnique

Applied Intelligence

A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II

Semi-supervised learning for imbalanced sentiment classification

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three

Effective query generation and postprocessing strategies for prior art patent search

Journal of the American Society for Information Science and Technology

Identifying the medical practice after total hip arthroplasty using an integrated hybrid approach

Computers in Biology and Medicine

Learning in non-stationary environments with class imbalance

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

A double-ensemble approach for classifying skewed data streams

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I

A utility-theoretic ranking method for semi-automated text classification

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval

On developing robust models for favourability analysis: Model choice, feature sets and imbalanced data

Decision Support Systems

Comparing the performance of fault prediction models which report multiple performance measures: recomputing the confusion matrix

Proceedings of the 8th International Conference on Predictive Models in Software Engineering

Extensions of ant-miner algorithm to deal with class imbalance problem

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning

DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets

Data & Knowledge Engineering

Improving distantly supervised extraction of drug-drug and protein-protein interactions

ROBUS-UNSUP '12 Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP

NLP-driven constructive learning for filtering an IR document stream

CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval

ACOSampling: An ant colony optimization-based undersampling method for classifying imbalanced DNA microarray data

Neurocomputing

Using program synthesis for social recommendations

Proceedings of the 21st ACM international conference on Information and knowledge management

Sample cutting method for imbalanced text sentiment classification based on BRC

Knowledge-Based Systems

Quantitative error measures for edge detection

Pattern Recognition

One-sided prototype selection on class imbalanced dissimilarity matrices

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

App recommendation: a contest between satisfaction and temptation

Proceedings of the sixth ACM international conference on Web search and data mining

The user side of sustainability: Modeling behavior and energy usage in the home

Pervasive and Mobile Computing

A comparative study of sampling methods and algorithms for imbalanced time series classification

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence

Multi-level relationship outlier detection

International Journal of Business Intelligence and Data Mining

Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

Knowledge-Based Systems

Kernel-based principal components analysis on large telecommunication data

AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101

Spam e-mail classification based on the IFWB algorithm

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I

SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning

Computers in Biology and Medicine

Fast instance selection for speeding up support vector machines

Knowledge-Based Systems

Comparison of text feature selection policies and using an adaptive framework

Expert Systems with Applications: An International Journal

Classification of switching intentions toward internet telephony services: a quantitative analysis

Information Technology and Management

Certainty-based active learning for sampling imbalanced datasets

Neurocomputing

Modeling hybrid rough set-based classification procedures to identify hemodialysis adequacy for end-stage renal disease patients

Computers in Biology and Medicine

Classification and outlier detection based on topic based pattern synthesis

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition

Mining Data Streams with Skewed Distribution based on Ensemble Method

International Journal of Advanced Pervasive and Ubiquitous Computing

Editorial: Parameter-free classification in multi-class imbalanced data sets

Data & Knowledge Engineering

Computationally efficient link prediction in a variety of social networks

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining

A loan default discrimination model using cost-sensitive support vector machine improved by PSO

Information Technology and Management

On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed

Information Sciences: an International Journal

An empirical study of the classification performance of learners on imbalanced and noisy software quality data

Information Sciences: an International Journal

Imbalanced data classification using second-order cone programming support vector machines

Pattern Recognition

A novel framework for concept detection on large scale video database and feature pool

Artificial Intelligence Review

Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset

Multimedia Tools and Applications

Aggregative quantification for regression

Data Mining and Knowledge Discovery

Exploiting domain knowledge to detect outliers

Data Mining and Knowledge Discovery

An intelligent Web agent that autonomously learns how to translate

Web Intelligence and Agent Systems

An intelligent approach to handle False-Positive Radio Frequency Identification Anomalies

Intelligent Data Analysis

Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers

Intelligent Data Analysis - Business Analytics and Intelligent Optimization

A combined approach to tackle imbalanced data sets

International Journal of Hybrid Intelligent Systems

Toward Exploiting EEG Input in a Reading Tutor

International Journal of Artificial Intelligence in Education - Best of AIED 2011

DConfusion: a technique to allow cross study performance evaluation of fault prediction studies

Automated Software Engineering