-
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
This paper proposes a scalable, local privacy preserving algorithm for distributed Peer-to-Peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum ...
-
Distributed Anomaly Detection Using Satellite Data From Multiple Modalities
A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
There has been a tremendous increase in the volume of Earth Science data over the last decade from modern satellites, in-situ sensors and different climate ...
-
Privacy Preserving Outlier Detection through Random Nonlinear Data Distortion
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 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 ...
-
ν-Anomica: A Fast Support Vector based Novelty Detection Technique
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 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 ...
-
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 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 ...
-
Fast and Flexible Multivariate Time Series Subsequence Search
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 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 ...
-
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
In this paper we develop a local distributed privacy preserving algorithm for feature selection in a large peer-to-peer environment. Feature selection is often used in ...
-
Detecting Anomalies in Multivariate Data Sets with Switching Sequences and Continuous Streams
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
-
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
This paper proposes a scalable, local privacy-preserving algorithm for distributed peer-to-peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum computation, ...
-
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
This paper considers the problem of change detection using local distributed eigen monitoring algorithms for next generation of astronomy petascale data pipelines such as the ...
Kanishka's Projects (4)
-
-
Aviation Safety Technology Portal ...
15 members
-
-
Need help?
Visit our help center