Towards scalable support vector machines using squashing
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Hybrid inductive machine learning: an overview of CLIP algorithms
New learning paradigms in soft computing
ChangeDetector: a site-level monitoring tool for the WWW
Proceedings of the 11th international conference on World Wide Web
An introduction to boosting and leveraging
Advanced lectures on machine learning
Relational concept learning by cooperative evolution
Journal of Experimental Algorithmics (JEA)
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers
Applied Intelligence
Incremental learning with partial instance memory
Artificial Intelligence
Sources of Success for Boosted Wrapper Induction
The Journal of Machine Learning Research
Mining with rarity: a unifying framework
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Lookahead-based algorithms for anytime induction of decision trees
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods
The Journal of Machine Learning Research
User re-authentication via mouse movements
Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security
SPoT: a trainable sentence planner
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Effective utterance classification with unsupervised phonotactic models
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
The order of prenominal adjectives in natural language generation
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Interruptible anytime algorithms for iterative improvement of decision trees
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Learning to crawl: Comparing classification schemes
ACM Transactions on Information Systems (TOIS)
Extracting clauses for spoken language understanding in conversational systems
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Random Forests for land cover classification
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
Trainable sentence planning for complex information presentation in spoken dialog systems
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Boosted discriminant projections for nearest neighbor classification
Pattern Recognition
Multi-view face and eye detection using discriminant features
Computer Vision and Image Understanding
Virtual sensors for human concepts-Building detection by an outdoor mobile robot
Robotics and Autonomous Systems
Anytime Learning of Decision Trees
The Journal of Machine Learning Research
Advances in Mathematical Sketching: Moving Toward the Paradigm's Full Potential
IEEE Computer Graphics and Applications
Semantic parsing with structured SVM ensemble classification models
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Boosting for transfer learning
Proceedings of the 24th international conference on Machine learning
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
ACM SIGGRAPH 2007 courses
ACM SIGGRAPH 2007 courses
MASSP3: a system for predicting protein secondary structure
EURASIP Journal on Applied Signal Processing
Boosting interval based literals
Intelligent Data Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Overview and semantic issues of text mining
ACM SIGMOD Record
Boosting recombined weak classifiers
Pattern Recognition Letters
Floatcascade learning for fast imbalanced web mining
Proceedings of the 17th international conference on World Wide Web
Fuzzy clustering ensemble based on mutual information
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Breast cancer survivability via AdaBoost algorithms
HDKM '08 Proceedings of the second Australasian workshop on Health data and knowledge management - Volume 80
Investigating methods for improving bagged k-NN classifiers
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Estimation of individual prediction reliability using the local sensitivity analysis
Applied Intelligence
Open problems in the security of learning
Proceedings of the 1st ACM workshop on Workshop on AISec
FPGA Acceleration of RankBoost in Web Search Engines
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Stock price effects analysis between US and Taiwanese online stock trading
International Journal of Electronic Finance
Automatic joint classification and segmentation of whole cell 3D images
Pattern Recognition
Improved estimation of software project effort using multiple additive regression trees
Expert Systems with Applications: An International Journal
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Information Security Tech. Report
An overview of advances in reliability estimation of individual predictions in machine learning
Intelligent Data Analysis
Bagging and boosting algorithms for support vector machine classifiers
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
A comparison of two machine-learning techniques to focus the diagnosis task
Proceedings of the 2006 conference on STAIRS 2006: Proceedings of the Third Starting AI Researchers' Symposium
MTForest: Ensemble Decision Trees based on Multi-Task Learning
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
A fast ensemble pruning algorithm based on pattern mining process
Data Mining and Knowledge Discovery
Robust understanding in multimodal interfaces
Computational Linguistics
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
Subtree mining for question classification problem
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A hybrid discriminative/generative approach for modeling human activities
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Exploratory undersampling for class-imbalance learning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Topology modeling for Adaboost-cascade based object detection
Pattern Recognition Letters
Emotion detection in email customer care
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
IEEE Transactions on Image Processing
A comparison of soft fusion methods under different bagging scenarios
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Software defect detection with rocus
Journal of Computer Science and Technology
Predictive analytics in information systems research
MIS Quarterly
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