Saket Sathe

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 14

Top Topics

Trajectory Data

Outlier Detection

Top Venues

Knowl. Inf. Syst.

Publications

Saket Sathe, Charu Aggarwal, Horst Samulowitz, Deepak S. Turaga
Feature-Engineered Random Forests. SDM (2024)
Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe
Improving spectral clustering with deep embedding, cluster estimation and metric learning. Knowl. Inf. Syst. 63 (3) (2021)
Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe
Improving Spectral Clustering with Deep Embedding and Cluster Estimation. ICDM (2019)
Saket Sathe, Sayani Aggarwal, Jiliang Tang
Gene Expression and Protein Function: A Survey of Deep Learning Methods. SIGKDD Explor. 21 (2) (2019)
Saket Sathe, Charu C. Aggarwal
Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines. ICDM (2019)
Saket Sathe, Charu C. Aggarwal
Subspace histograms for outlier detection in linear time. Knowl. Inf. Syst. 56 (3) (2018)
Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga
Outlier Detection with Autoencoder Ensembles. SDM (2017)
Sue A. Chen, Arun Vishwanath, Saket Sathe
Data-driven characterisation of solar PV panel performance. ISGT Europe (2017)
Saket Sathe, Charu C. Aggarwal
Similarity Forests. KDD (2017)
Saket Sathe, Charu C. Aggarwal, Xiangnan Kong, Xinyue Liu
Kernel-Based Feature Extraction for Collaborative Filtering. ICDM (2017)
Xinyue Liu, Charu C. Aggarwal, Yu-Feng Li, Xiangnan Kong, Xinyuan Sun, Saket Sathe
Kernelized Matrix Factorization for Collaborative Filtering. SDM (2016)
Lianhua Chi, Saket Sathe, Bo Han, Yun Wang
A Novel Method for Assessing Event Impacts on Event-Driven Time Series. ICDM Workshops (2016)
Saket Sathe, Charu C. Aggarwal
Subspace Outlier Detection in Linear Time with Randomized Hashing. ICDM (2016)
Saket Sathe, Charu C. Aggarwal
LODES: Local Density Meets Spectral Outlier Detection. SDM (2016)
Saket Sathe, Timos K. Sellis, Karl Aberer
On crowdsensed data acquisition using multi-dimensional point processes. ICDE Workshops (2015)
Sue A. Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman
Shedding Light on the Performance of Solar Panels: A Data-Driven View. SIGKDD Explor. 17 (2) (2015)
Oshini Goonetilleke, Saket Sathe, Timos K. Sellis, Xiuzhen Zhang
Microblogging Queries on Graph Databases: An Introspection. GRADES@SIGMOD/PODS (2015)
Tian Guo, Saket Sathe, Karl Aberer
Fast Distributed Correlation Discovery Over Streaming Time-Series Data. CIKM (2015)
Sue A. Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman, Siyuan Lu
Understanding the performance of solar PV systems using data-driven analytics. ISGT Asia (2015)
Charu C. Aggarwal, Saket Sathe
Theoretical Foundations and Algorithms for Outlier Ensembles. SIGKDD Explor. 17 (1) (2015)
Hoyoung Jeung, Hua Lu, Saket Sathe, Man Lung Yiu
Managing Evolving Uncertainty in Trajectory Databases. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Nguyen Quoc Viet Hung, Saket Sathe, Chi Thang Duong, Karl Aberer
Towards enabling probabilistic databases for participatory sensing. CollaborateCom (2014)
Oshini Goonetilleke, Timos K. Sellis, Xiuzhen Zhang, Saket Sathe
Twitter analytics: a big data management perspective. SIGKDD Explor. 16 (1) (2014)
Saket Sathe, Roie Melamed, Peter Bak, Shivkumar Kalyanaraman
Enabling Location-Based Services 2.0: Challenges and Opportunities. MDM (1) (2014)
Saket Sathe, Arthur Oviedo, Dipanjan Chakraborty, Karl Aberer
EnviroMeter: A Platform for Querying Community-Sensed Data. Proc. VLDB Endow. 6 (12) (2013)
Saket Sathe, Karl Aberer
AFFINITY: Efficiently querying statistical measures on time-series data. ICDE (2013)
Sebastian Cartier, Saket Sathe, Dipanjan Chakraborty, Karl Aberer
ConDense: Managing data in community-driven mobile geosensor networks. SECON (2012)
Saket Sathe, Sebastian Cartier, Dipanjan Chakraborty, Karl Aberer
Effectively modeling data from large-area community sensor networks. IPSN (2012)
Saket Sathe, Hoyoung Jeung, Karl Aberer
Creating probabilistic databases from imprecise time-series data. ICDE (2011)
Karl Aberer, Saket Sathe, Dipanjan Chakraborty, Alcherio Martinoli, Guillermo Barrenetxea, Boi Faltings, Lothar Thiele
OpenSense: open community driven sensing of environment. GIS-IWGS (2010)
Hoyoung Jeung, Sofiane Sarni, Ioannis K. Paparrizos, Saket Sathe, Karl Aberer, Nicholas Dawes, Thanasis G. Papaioannou, Michael Lehning
Effective Metadata Management in Federated Sensor Networks. SUTC/UMC (2010)
Ekaterini Ioannou, Saket Sathe, Nicolas Bonvin, Anshul Jain, Srikanth Bondalapati, Gleb Skobeltsyn, Claudia Niederée, Zoltán Miklós
Entity Search with NECESSITY. WebDB (2009)
Saket Sathe
A Novel Bayesian Classifier using Copula Functions CoRR (2006)