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» Medical data mining using evolutionary computation
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125
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KDD
2004
ACM
330views Data Mining» more  KDD 2004»
16 years 2 months ago
Learning to detect malicious executables in the wild
In this paper, we describe the development of a fielded application for detecting malicious executables in the wild. We gathered 1971 benign and 1651 malicious executables and enc...
Jeremy Z. Kolter, Marcus A. Maloof
ISVC
2007
Springer
15 years 8 months ago
Motion Projection for Floating Object Detection
Abstract. Floating mines are a significant threat to the safety of ships in theatres of military or terrorist conflict. Automating mine detection is difficult, due to the unpredict...
Zhaoyi Wei, Dah-Jye Lee, David Jilk, Robert B. Sch...
PKDD
2010
Springer
158views Data Mining» more  PKDD 2010»
15 years 28 days ago
Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent Approach
In this paper, we introduce a simple but efficient greedy algorithm, called SINCO, for the Sparse INverse COvariance selection problem, which is equivalent to learning a sparse Ga...
Katya Scheinberg, Irina Rish

Dataset
1126views
15 years 7 months ago
Laparoscopic / Endoscopic Video Dataset
Welcome to the VIP Laparoscopic / Endoscopic Video Dataset Page. Image processing and computer vision research can be carried out using cheap webcams. However, working with medical...
123
Voted
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
15 years 28 days ago
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
Zhao Xu, Kristian Kersting, Thorsten Joachims