A Comprehensive and Automated Approach to Intelligent Business Processes Execution Analysis
Distributed and Parallel Databases
Learning drifting concepts: Example selection vs. example weighting
Intelligent Data Analysis
Incremental learning for spoken affect classification and its application in call-centres
International Journal of Intelligent Systems Technologies and Applications
Boosting classifiers for drifting concepts
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
An active learning system for mining time-changing data streams
Intelligent Data Analysis
Collaborative Target Classification for Image Recognition in Wireless Sensor Networks
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Hierarchical SVM Classification for Localization in Multilevel Sensor Networks
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Implementation Issues of an Incremental and Decremental SVM
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Incremental Kernel Machines for Protein Remote Homology Detection
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Boosting expert ensembles for rapid concept recall
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Distributed visual-target-surveillance system in wireless sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Local properties of RBF-SVM during training for incremental learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Towards incremental classifier fusion
Intelligent Data Analysis
Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Incremental learning of support vector machines by classifier combining
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A study of spam filtering using support vector machines
Artificial Intelligence Review
An online incremental learning support vector machine for large-scale data
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Error tolerance based support vector machine for regression
Neurocomputing
Incremental multiple classifier active learning for concept indexing in images and videos
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Online learning objectionable image filter based on SVM
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
An adaptive classification system for video-based face recognition
Information Sciences: an International Journal
Predicting concept changes using a committee of experts
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Computer Methods and Programs in Biomedicine
Editors Choice Article: I2VM: Incremental import vector machines
Image and Vision Computing
Inverse matrix-free incremental proximal support vector machine
Decision Support Systems
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
An aggressive margin-based algorithm for incremental learning
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Alternative rule induction methods based on incremental object using rough set theory
Applied Soft Computing
Hierarchical training of multiple SVMs for personalized web filtering
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Toward the scalability of neural networks through feature selection
Expert Systems with Applications: An International Journal
CloudSVM: training an SVM classifier in cloud computing systems
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
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Support Vector Machines (SVMs) have become a popular tool for machine learning with large amounts of high dimensional data. In this paper an approach for incremental learning with Support Vector Machines is presented, that improves the existing approach of [3 ]. Also, some insight into the interpretability of support vectors s given.