Saket Sathe

Affiliations:
  • IBM T. J. Watson Research Center, NY, USA


According to our database1, Saket Sathe authored at least 37 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Feature-Engineered Random Forests.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2021
Improving spectral clustering with deep embedding, cluster estimation and metric learning.
Knowl. Inf. Syst., 2021

2019
Gene Expression and Protein Function: A Survey of Deep Learning Methods.
SIGKDD Explor., 2019

Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Improving Spectral Clustering with Deep Embedding and Cluster Estimation.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018
Subspace histograms for outlier detection in linear time.
Knowl. Inf. Syst., 2018

2017
Outlier Detection with Autoencoder Ensembles.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

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

Kernel-Based Feature Extraction for Collaborative Filtering.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Outlier Ensembles - An Introduction
Springer, ISBN: 978-3-319-54765-7, 2017

2016
LODES: Local Density Meets Spectral Outlier Detection.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Kernelized Matrix Factorization for Collaborative Filtering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Subspace Outlier Detection in Linear Time with Randomized Hashing.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A Novel Method for Assessing Event Impacts on Event-Driven Time Series.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015
Shedding Light on the Performance of Solar Panels: A Data-Driven View.
SIGKDD Explor., 2015

Theoretical Foundations and Algorithms for Outlier Ensembles.
SIGKDD Explor., 2015

Microblogging Queries on Graph Databases: An Introspection.
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.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

On crowdsensed data acquisition using multi-dimensional point processes.
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Fast Distributed Correlation Discovery Over Streaming Time-Series Data.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Managing Evolving Uncertainty in Trajectory Databases.
IEEE Trans. Knowl. Data Eng., 2014

Twitter analytics: a big data management perspective.
SIGKDD Explor., 2014

Enabling Location-Based Services 2.0: Challenges and Opportunities.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Towards enabling probabilistic databases for participatory sensing.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

2013
Statistical Models for Querying and Managing Time-Series Data.
PhD thesis, 2013

EnviroMeter: A Platform for Querying Community-Sensed Data.
Proc. VLDB Endow., 2013

AFFINITY: Efficiently querying statistical measures on time-series data.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A Survey of Model-based Sensor Data Acquisition and Management.
Proceedings of the Managing and Mining Sensor Data, 2013

2012
ConDense: Managing data in community-driven mobile geosensor networks.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Effectively modeling data from large-area community sensor networks.
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.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Effective Metadata Management in Federated Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2010

OpenSense: open community driven sensing of environment.
Proceedings of the 2010 ACM SIGSPATIAL International Workshop on GeoStreaming, 2010

2009
Entity Search with NECESSITY.
Proceedings of the 12th International Workshop on the Web and Databases, 2009

2006
A Novel Bayesian Classifier using Copula Functions
CoRR, 2006

Cell Phone Based Microcredit Risk Assessment using Fuzzy Clustering.
Proceedings of the 2006 International Conference on Information and Communication Technologies and Development, 2006


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