Saket Sathe

According to our database, Saket Sathe authored at least 37 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Feature-Engineered Random Forests.

Saket Sathe, Charu Aggarwal, Horst Samulowitz, Deepak S. Turaga

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2021

Improving spectral clustering with deep embedding, cluster estimation and metric learning.

Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe

Knowl. Inf. Syst., 2021

2019

Gene Expression and Protein Function: A Survey of Deep Learning Methods.

Saket Sathe, Sayani Aggarwal, Jiliang Tang

SIGKDD Explor., 2019

Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines.

Saket Sathe, Charu C. Aggarwal

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Improving Spectral Clustering with Deep Embedding and Cluster Estimation.

Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Subspace histograms for outlier detection in linear time.

Saket Sathe, Charu C. Aggarwal

Knowl. Inf. Syst., 2018

2017

Outlier Detection with Autoencoder Ensembles.

Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Similarity Forests.

Saket Sathe, Charu C. Aggarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Data-driven characterisation of solar PV panel performance.

Sue Ann Chen, Arun Vishwanath, Saket Sathe

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

Kernel-Based Feature Extraction for Collaborative Filtering.

Saket Sathe, Charu C. Aggarwal, Xiangnan Kong, Xinyue Liu

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Outlier Ensembles - An Introduction

Charu C. Aggarwal, Saket Sathe

Springer, ISBN: 978-3-319-54765-7, 2017

2016

LODES: Local Density Meets Spectral Outlier Detection.

Saket Sathe, Charu C. Aggarwal

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Kernelized Matrix Factorization for Collaborative Filtering.

Xinyue Liu, Charu C. Aggarwal, Yufeng Li, Xiangnan Kong, Xinyuan Sun, Saket Sathe

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Subspace Outlier Detection in Linear Time with Randomized Hashing.

Saket Sathe, Charu C. Aggarwal

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A Novel Method for Assessing Event Impacts on Event-Driven Time Series.

Lianhua Chi, Saket Sathe, Bo Han, Yun Wang

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Shedding Light on the Performance of Solar Panels: A Data-Driven View.

Sue Ann Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman

SIGKDD Explor., 2015

Theoretical Foundations and Algorithms for Outlier Ensembles.

Charu C. Aggarwal, Saket Sathe

SIGKDD Explor., 2015

Microblogging Queries on Graph Databases: An Introspection.

Oshini Goonetilleke, Saket Sathe, Timos K. Sellis, Xiuzhen Zhang

Proceedings of the Third International Workshop on Graph Data Management Experiences and Systems, 2015

Understanding the performance of solar PV systems using data-driven analytics.

Sue Ann Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman, Siyuan Lu

Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

On crowdsensed data acquisition using multi-dimensional point processes.

Saket Sathe, Timos K. Sellis, Karl Aberer

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Fast Distributed Correlation Discovery Over Streaming Time-Series Data.

Tian Guo, Saket Sathe, Karl Aberer

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Managing Evolving Uncertainty in Trajectory Databases.

Hoyoung Jeung, Hua Lu, Saket Sathe, Man Lung Yiu

IEEE Trans. Knowl. Data Eng., 2014

Twitter analytics: a big data management perspective.

Oshini Goonetilleke, Timos K. Sellis, Xiuzhen Zhang, Saket Sathe

SIGKDD Explor., 2014

Enabling Location-Based Services 2.0: Challenges and Opportunities.

Saket Sathe, Roie Melamed, Peter Bak, Shivkumar Kalyanaraman

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Towards enabling probabilistic databases for participatory sensing.

Nguyen Quoc Viet Hung, Saket Sathe, Chi Thang Duong, Karl Aberer

Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

2013

Statistical Models for Querying and Managing Time-Series Data.

Saket Sathe

PhD thesis, 2013

EnviroMeter: A Platform for Querying Community-Sensed Data.

Saket Sathe, Arthur Oviedo, Dipanjan Chakraborty, Karl Aberer

Proc. VLDB Endow., 2013

AFFINITY: Efficiently querying statistical measures on time-series data.

Saket Sathe, Karl Aberer

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A Survey of Model-based Sensor Data Acquisition and Management.

Saket Sathe, Thanasis G. Papaioannou, Hoyoung Jeung, Karl Aberer

Proceedings of the Managing and Mining Sensor Data, 2013

2012

ConDense: Managing data in community-driven mobile geosensor networks.

Sebastian Cartier, Saket Sathe, Dipanjan Chakraborty, Karl Aberer

Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Effectively modeling data from large-area community sensor networks.

Saket Sathe, Sebastian Cartier, Dipanjan Chakraborty, Karl Aberer

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

2011

Creating probabilistic databases from imprecise time-series data.

Saket Sathe, Hoyoung Jeung, Karl Aberer

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

Effective Metadata Management in Federated Sensor Networks.

Hoyoung Jeung, Sofiane Sarni, Ioannis K. Paparrizos, Saket Sathe, Karl Aberer, Nicholas Dawes, Thanasis G. Papaioannou, Michael Lehning

Proceedings of the IEEE International Conference on Sensor Networks, 2010

OpenSense: open community driven sensing of environment.

Karl Aberer, Saket Sathe, Dipanjan Chakraborty, Alcherio Martinoli, Guillermo Barrenetxea, Boi Faltings, Lothar Thiele

Proceedings of the 2010 ACM SIGSPATIAL International Workshop on GeoStreaming, 2010

2009

Entity Search with NECESSITY.

Ekaterini Ioannou, Saket Sathe, Nicolas Bonvin, Anshul Jain, Srikanth Bondalapati, Gleb Skobeltsyn, Claudia Niederée, Zoltán Miklós

Proceedings of the 12th International Workshop on the Web and Databases, 2009

2006

A Novel Bayesian Classifier using Copula Functions

Saket Sathe

CoRR, 2006

Cell Phone Based Microcredit Risk Assessment using Fuzzy Clustering.

Saket K. Sathe, Uday B. Desai

Proceedings of the 2006 International Conference on Information and Communication Technologies and Development, 2006