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ICANN
2005
Springer
14 years 1 months ago
The LCCP for Optimizing Kernel Parameters for SVM
Abstract. Tuning hyper-parameters is a necessary step to improve learning algorithm performances. For Support Vector Machine classifiers, adjusting kernel parameters increases dra...
Sabri Boughorbel, Jean-Philippe Tarel, Nozha Bouje...
IDEAL
2005
Springer
14 years 1 months ago
Probabilistic Data Generation for Deduplication and Data Linkage
Abstract. In many data mining projects the data to be analysed contains personal information, like names and addresses. Cleaning and preprocessing of such data likely involves dedu...
Peter Christen
IJCNLP
2005
Springer
14 years 1 months ago
Automatic Extraction of Fixed Multiword Expressions
Abstract. Fixed multiword expressions are strings of words which together behave like a single word. This research establishes a method for the automatic extraction of such express...
Campbell Hore, Masayuki Asahara, Yuji Matsumoto
ISAS
2005
Springer
14 years 1 months ago
Dependable Distributed Computing Using Free Databases
Abstract. Designing and programming dependable distributed applications is very difficult. Databases provide features like transactions and replication that can help in the impleme...
Christof Fetzer, Trevor Jim
ISNN
2005
Springer
14 years 1 months ago
Lidar Signal Processing for Under-Water Object Detection
Abstract. This paper presents Artificial Neural Network (ANN) based architecture for underwater object detection from Light Detection And Ranging (Lidar) data. Lidar gives a sequen...
Vikramjit Mitra, Chia-Jiu Wang, Satarupa Banerjee