See All Resources (471)
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Privacy Preserving Outlier Detection through Random Nonlinear Data Distortion
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
Consider a scenario in which the data owner has some private/sensitive data and wants a data miner to access it for studying important patterns without ...
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ν-Anomica: A Fast Support Vector based Novelty Detection Technique
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
In this paper we propose ν-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared ...
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A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
This paper describes a local and distributed expectation maximization algorithm for learning parameters of Gaussian mixture models (GMM) in large peer-to-peer (P2P) environments. The algorithm ...
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Fast and Flexible Multivariate Time Series Subsequence Search
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical monitoring, and ...
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Second International Diagnostic Competition - DXC'10
A Publication, Second International Diagnostic Competition - 13 years, 5 months ago
Shared By: SCOTT POLL
A framework to compare and evaluate diagnosis algorithms (DAs) has been created jointly by NASA Ames Research Center, Palo Alto Research Center, and Delft University ...
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MULTI-LABEL ASRS DATASET CLASSIFICATION USING SEMI-SUPERVISED SUBSPACE CLUSTERING
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
MULTI-LABEL ASRS DATASET CLASSIFICATION USING SEMI-SUPERVISED SUBSPACE CLUSTERING MOHAMMAD SALIM AHMED, LATIFUR KHAN, NIKUNJ OZA, AND MANDAVA RAJESWARI Abstract. There has been a lot of ...
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DYNAMIC STRAIN MAPPING AND REAL-TIME DAMAGE STATE ESTIMATION UNDER BIAXIAL RANDOM FATIGUE LOADING
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
DYNAMIC STRAIN MAPPING AND REAL-TIME DAMAGE STATE ESTIMATION UNDER BIAXIAL RANDOM FATIGUE LOADING SUBHASISH MOHANTY, ADITI CHATTOPADHYAY, JOHN N. RAJADAS*, AND CLYDE COELHO Abstract. Fatigue ...
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MULTI-TEMPORAL REMOTE SENSING IMAGE CLASSIFICATION - A MULTI-VIEW APPROACH
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
MULTI-TEMPORAL REMOTE SENSING IMAGE CLASSIFICATION - A MULTI-VIEW APPROACH VARUN CHANDOLA AND RANGA RAJU VATSAVAI Abstract. Multispectral remote sensing images have been widely used for ...
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PADMINI: A PEER-TO-PEER DISTRIBUTED ASTRONOMY DATA MINING SYSTEM AND A CASE STUDY
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
PADMINI: A PEER-TO-PEER DISTRIBUTED ASTRONOMY DATA MINING SYSTEM AND A CASE STUDY TUSHAR MAHULE, KIRK BORNE, SANDIPAN DEY, SUGANDHA ARORA, AND HILLOL KARGUPTA Abstract. Peer-to-Peer ...
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ADAPTIVE MODEL REFINEMENT FOR THE IONOSPHERE AND THERMOSPHERE
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
ADAPTIVE MODEL REFINEMENT FOR THE IONOSPHERE AND THERMOSPHERE ANTHONY M. D’AMATO∗, AARON J. RIDLEY∗∗, AND DENNIS S. BERNSTEIN∗∗∗ Abstract. Mathematical models of physical phenomena are ...
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UNDERSTANDING SEVERE WEATHER PROCESSES THROUGH SPATIOTEMPORAL RELATIONAL RANDOM FORESTS
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
UNDERSTANDING SEVERE WEATHER PROCESSES THROUGH SPATIOTEMPORAL RELATIONAL RANDOM FORESTS AMY MCGOVERN, TIMOTHY SUPINIE, DAVID JOHN GAGNE II, NATHANIEL TROUTMAN, MATTHEW COLLIER, RODGER A. BROWN, JEFFREY ...
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A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
A KNOWLEDGE DISCOVERY STRATEGY FOR RELATING SEA SURFACE TEMPERATURES TO FREQUENCIES OF TROPICAL STORMS AND GENERATING PREDICTIONS OF HURRICANES UNDER 21ST-CENTURY GLOBAL WARMING SCENARIOS CAITLIN ...
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USAGE OF DISSIMILARITY MEASURES AND MULTIDIMENSIONAL SCALING FOR LARGE SCALE SOLAR DATA ANALYSIS
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
USAGE OF DISSIMILARITY MEASURES AND MULTIDIMENSIONAL SCALING FOR LARGE SCALE SOLAR DATA ANALYSIS Juan M Banda, Rafal Anrgyk ABSTRACT: This work describes the application of ...
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A COMPARATIVE STUDY OF ALGORITHMS FOR LAND COVER CHANGE
A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
A COMPARATIVE STUDY OF ALGORITHMS FOR LAND COVER CHANGE SHYAM BORIAH, VARUN MITHAL, ASHISH GARG, VIPIN KUMAR, MICHAEL STEINBACH, CHRIS POTTER, AND STEVE KLOOSTER Abstract. ...
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A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 13 years, 6 months ago
Shared By: Elizabeth Foughty
PROBABILITY CALIBRATION BY THE MINIMUM AND MAXIMUM PROBABILITY SCORES IN ONE-CLASS BAYES LEARNING FOR ANOMALY DETECTION GUICHONG LI, NATHALIE JAPKOWICZ, IAN HOFFMAN, R. KURT UNGAR ...