Vipin Kumar

发表

Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping

Xiaowei Jia, Chenxi Lin, Rahul Ghosh, 2021, 2021 IEEE International Conference on Big Data (Big Data).

CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels

Ankush Khandelwal, Rahul Ghosh, Praveen Ravirathinam, 2021, 2021 IEEE International Conference on Big Data (Big Data).

Land Cover Mapping in Limited Labels Scenario: A Survey pdf

Xiaowei Jia, Rahul Ghosh, Vipin Kumar, 2021, ArXiv.

Predicting Water Temperature Dynamics of Unmonitored Lakes With Meta‐Transfer Learning pdf

Xiaowei Jia, Jared D. Willard, Jordan S. Read, 2020, Water Resources Research.

Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks

Michael S. Steinbach, Jordan S. Read, Alison P. Appling, 2021, SDM.

A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data

Pedro J. Caraballo, Michael S. Steinbach, György J. Simon, 2021, IEEE Journal of Biomedical and Health Informatics.

Weakly Supervised Classification Using Group-Level Labels pdf

Rahul Ghosh, Guruprasad Nayak, Xiaowei Jia, 2021, ArXiv.

Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco

Chenxi Lin, Yaping Cai, Rahul Ghosh, 2021, Remote. Sens..

Clustering augmented self-supervised learning: an application to land cover mapping pdf

Chenxi Lin, Rahul Ghosh, Xiaowei Jia, 2021, SIGSPATIAL/GIS.

Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making

Suzanne A. Pierce, Yolanda Gil, Craig A. Knoblock, 2021, ACM Trans. Interact. Intell. Syst..

Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics pdf

Ankush Khandelwal, Rahul Ghosh, Xiaowei Jia, 2021, ArXiv.

Process‐Guided Deep Learning Predictions of Lake Water Temperature

Anuj Karpatne, Xiaowei Jia, Jordan S. Read, 2019, Water Resources Research.

Distributed Intrusion Detection

Jaideep Srivastava, Sanjay Ranka, Levent Ertoz, 2012 .

TR 09-026 A Novel Error-Tolerant Frequent Itemset Model for Binary and Real-Valued Data

Navneet Rao, Vipin Kumar, Vipin Kumar, 2009 .

Understanding global teleconnections of climate to regional model estimates of Amazon ecosystem carbon fluxes

Shashi Shekhar, Pang-Ning Tan, Christopher Potter, 2004 .

Objective Measures for Association Pattern Analysis

Pang-Ning Tan, Hui Xiong, Michael Steinbach, 2007 .

Web Mining - Concepts, Applications & Research Directions

Jaideep Srivastava, Prasanna Desikan, Vipin Kumar, 2022 .

Temporal Data Mining for the Discovery and Analysis of Ocean Climate Indices

Pang-Ning Tan, Christopher Potter, Michael Steinbach, 2002 .

TR 03-020 TAPER : An Efficient Two-Step Approach for All-Pairs Correlation Query in Transaction Databases

Shashi Shekhar, Pang-Ning Tan, Vipin Kumar, 2003 .

Variability in Terrestrial Carbon Sinks over Two Decades

Pang-Ning Tan, Michael Steinbach, Steven Klooster, 2003 .

Continental-scale comparisons of terrestrial carbon sinks estimated from satellite data and ecosystem modeling 1982–1998

Pang-Ning Tan, Ranga B. Myneni, Christopher Potter, 2003 .

Connectivity cluster analysis for discovering discriminative subnetworks in schizophrenia

Angus W. MacDonald, Gowtham Atluri, Michael Steinbach, 2015, Human brain mapping.

CYBER THREAT ANALYSIS – A KEY ENABLING TECHNOLOGY FOR THE OBJECTIVE FORCE ( A CASE STUDY IN NETWORK INTRUSION DETECTION )

Jaideep Srivastava, Pang-Ning Tan, Aleksandar Lazarevic, 2002 .

Comparative Study of Various Genomic Data Sets for Protein Function Prediction and Enhancements Using Association Analysis ∗ †

Gaurav Pandey, Michael Steinbach, Vipin Kumar, 2007 .

Variability in terrestrial carbon sinks over two decades: Part 2 — Eurasia

Pang-Ning Tan, Michael Steinbach, Steven Klooster, 2005 .

Spatio-temporal Data Mining for Climate Data: Advances, Challenges, and Opportunities

James H. Faghmous, Vipin Kumar, Vipin Kumar, 2014 .

Discovery of patterns in earth science data using data mining

Shashi Shekhar, Pang-Ning Tan, Pang-Ning Tan, 2005 .

Terrestrial Vegetation Dynamics and Global Climate Controls in North America: 2001–05

Christopher Potter, Shyam Boriah, Michael Steinbach, 2008 .

Scan Detection-Revisited

Eric Eilertson, Paul Dokas, Levent Ertöz, .

Importance of Big Data in financial fraud detection

Bhavna Pandey, Vipin Kumar, Vipin Kumar, 2016 .

Recent History of Large-Scale Ecosystem Disturbances in North America Derived from the AVHRR Satellite Record

Pang-Ning Tan, Christopher Potter, Steven Klooster, 2005, Ecosystems.

Major disturbance events in terrestrial ecosystems detected using global satellite data sets

Pang-Ning Tan, Ranga B. Myneni, Christopher Potter, 2003 .

Associations between cortical thickness and general intelligence in children, adolescents and young adults.

Monica Luciana, Michael Steinbach, Elizabeth A. Olson, 2013, Intelligence.

Mining for Network Intrusion Detection

Jaideep Srivastava, Pang-Ning Tan, Aleksandar Lazarevic, 2002 .

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Wei-keng Liao, James H. Faghmous, Ankit Agrawal, 2014 .

Revealing Land Cover Change in California With Satellite Data

Christopher Potter, Shyam Boriah, Michael Steinbach, 2007 .

Search Framework for Mining Classi cation

Shashi Shekhar, Jaideep, Vipin Kumar, 1996 .

Mining Scientific Data: Discovery of Patterns in the Global Climate System

Pang-Ning Tan, Michael Steinbach, Alicia Torregrosa, 2001 .

Association Analysis Techniques for Discovering Functional Modules from Microarray Data

Gowtham Atluri, Gaurav Pandey, Michael Steinbach, 2008 .

A cautionary note on decadal sea level pressure predictions from GCMs

Stefan Liess, Arjun Kumar, Peter K. Snyder, 2018 .

Identification of co-occurring insertions in cancer genomes using association analysis

Michael S. Steinbach, Haoyu Yu, Vipin Kumar, 2010, BIBM Workshops.

Rule-based reasoning in connectionist networks

Vipin Kumar, Venkat G. Ajjanagadde, 1997 .

Architecting and Designing of Semantic Web Based Application using the JENA and PROTÉGÉ – A Comprehensive Study

Kumar Abhishek, Vipin Kumar, Archana P. Kumar, 2011 .

Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Vipin Kumar, Vipin Kumar, Vipin Kumar, 2008 .

Complex biomarker discovery in neuroimaging data: Finding a needle in a haystack☆

Nagiza F. Samatova, Gowtham Atluri, Gang Fang, 2013, NeuroImage: Clinical.