Karpatne, Anuj: search on Z-Library

The world's largest scientific articles store. 70,000,000+ articles for free.

1

An approach for global monitoring of surface water extent variations in reservoirs using MODIS data

Khandelwal, Ankush, Karpatne, Anuj, Marlier, Miriam E., Kim, Jongyoun, Lettenmaier, Dennis P., Kumar, Vipin

Journal:

Remote Sensing of Environment

Year:

2017

Language:

english

File:

PDF, 4.20 MB

english, 2017

2

Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data

Karpatne, Anuj, Atluri, Gowtham, Faghmous, James, Steinbach, Michael, Banerjee, Arindam, Ganguly, Auroop, Shekhar, Shashi, Samatova, Nagiza, Kumar, Vipin

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2017

Language:

english

File:

PDF, 5.38 MB

english, 2017

3

[IEEE 2018 IEEE International Conference on Big Data (Big Data) - Seattle, WA, USA (2018.12.10-2018.12.13)] 2018 IEEE International Conference on Big Data (Big Data) - Incorporating Prior Domain Knowledge into Deep Neural Networks

Muralidhar, Nikhil, Islam, Mohammad Raihanul, Marwah, Manish, Karpatne, Anuj, Ramakrishnan, Naren

Year:

2018

Language:

english

File:

PDF, 10 KB

english, 2018

4

Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

Muralidhar, Nikhil, Bu, Jie, Cao, Ze, He, Long, Ramakrishnan, Naren, Tafti, Danesh, Karpatne, Anuj

Journal:

Year:

2020

File:

PDF, 4.12 MB

2020

5

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances

Karpatne, Anuj, Kumar, Vipin

Year:

2015

Language:

english

File:

PDF, 399 KB

english, 2015

6

[IEEE 2012 Conference on Intelligent Data Understanding (CIDU) - Boulder, CO, USA (2012.10.24-2012.10.26)] 2012 Conference on Intelligent Data Understanding - A new data mining framework for forest fire mapping

Chen, Xi C., Karpatne, Anuj, Chamber, Yashu, Mithal, Varun, Lau, Michael, Steinhaeuser, Karsten, Boriah, Shyam, Steinbach, Michael, Kumar, Vipin, Potter, Christopher S., Klooster, Steven A., Abraham,

Year:

2012

Language:

english

File:

PDF, 2.18 MB

english, 2012

7

Monitoring Land-Cover Changes: A Machine-Learning Perspective

Karpatne, Anuj, Jiang, Zhe, Vatsavai, Ranga Raju, Shekhar, Shashi, Kumar, Vipin

Journal:

IEEE Geoscience and Remote Sensing Magazine

Year:

2016

Language:

english

File:

PDF, 2.84 MB

english, 2016

8

Spatio-Temporal Data Mining

Atluri, Gowtham, Karpatne, Anuj, Kumar, Vipin

Journal:

ACM Computing Surveys

Year:

2018

Language:

english

File:

PDF, 2.51 MB

english, 2018

9

Generalized eigenvalue proximal support vector regressor

Reshma Khemchandani, Anuj Karpatne, Suresh Chandra

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 240 KB

english, 2011

10

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands

Jia, Xiaowei, Hu, Yifan, Khandelwal, Ankush, Karpatne, Anuj, Kumar, Vipin

Year:

2017

Language:

english

File:

PDF, 921 KB

english, 2017

11

BHPMF - a hierarchical Bayesian approach to gap-filling and trait prediction for macroecology and functional biogeography

Schrodt, Franziska, Kattge, Jens, Shan, Hanhuai, Fazayeli, Farideh, Joswig, Julia, Banerjee, Arindam, Reichstein, Markus, Bönisch, Gerhard, Díaz, Sandra, Dickie, John, Gillison, Andy, Karpatne, Anuj,

Journal:

Global Ecology and Biogeography

Year:

2015

Language:

english

File:

PDF, 793 KB

english, 2015

12

A Guide to Climate Datasets: Summary and Research Challenges

Karpatne, Anuj, Liess, Stefan, Faghmous, James, Kumar, Vipin

Journal:

Computing in Science & Engineering

Year:

2015

Language:

english

File:

PDF, 676 KB

english, 2015

13

Process‐guided deep learning predictions of lake water temperature

Read, Jordan S., Jia, Xiaowei, Willard, Jared, Appling, Alison P., Zwart, Jacob A., Oliver, Samantha K., Karpatne, Anuj, Hansen, Gretchen J.A., Hanson, Paul C., Watkins, William, Steinbach, Michael, K

Journal:

Water Resources Research

Year:

2019

File:

PDF, 1.28 MB

2019

14

Twin support vector regression for the simultaneous learning of a function and its derivatives

Reshma Khemchandani, Anuj Karpatne, Suresh Chandra

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2013

Language:

english

File:

PDF, 631 KB

english, 2013

15

[ACM Press the 23rd ACM SIGKDD International Conference - Halifax, NS, Canada (2017.08.13-2017.08.17)] Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17 - Big Data in Climate

Karpatne, Anuj, Kumar, Vipin

Year:

2017

Language:

english

File:

PDF, 8.00 MB

english, 2017

16

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application

Jia, Xiaowei, Chen, Xi, Karpatne, Anuj, Kumar, Vipin

Year:

2016

Language:

english

File:

PDF, 194 KB

english, 2016

17

Process‐guided deep learning predictions of lake water temperature

Read, Jordan S., Jia, Xiaowei, Willard, Jared, Appling, Alison P., Zwart, Jacob A., Oliver, Samantha K., Karpatne, Anuj, Hansen, Gretchen J.A., Hanson, Paul C., Watkins, William, Steinbach, Michael, K

Journal:

Water Resources Research

Year:

2019

Language:

english

File:

PDF, 1.28 MB

english, 2019

18

Proximal support tensor machines

Reshma Khemchandani, Anuj Karpatne…

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2013

Language:

english

File:

PDF, 677 KB

english, 2013

19

[IEEE 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics

Karpatne, Anuj, Kumar, Vipin

Year:

2015

Language:

english

File:

PDF, 265 KB

english, 2015

20

Spatio-Temporal Data Mining

Atluri, Gowtham, Karpatne, Anuj, Kumar, Vipin

Journal:

ACM Computing Surveys

Year:

2018

File:

PDF, 2.51 MB

2018

21

[ACM Press the 23rd ACM SIGKDD International Conference - Halifax, NS, Canada (2017.08.13-2017.08.17)] Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17 - Tripoles

Agrawal, Saurabh, Atluri, Gowtham, Karpatne, Anuj, Haltom, William, Liess, Stefan, Chatterjee, Snigdhansu, Kumar, Vipin

Year:

2017

Language:

english

File:

PDF, 2.41 MB

english, 2017

22

A Guide to Earth Science Data: Summary and Research Challenges

Karpatne, Anuj, Liess, Stefan

Journal:

Computing in Science & Engineering

Year:

2015

Language:

english

File:

PDF, 564 KB

english, 2015

23

[IEEE 2012 Conference on Intelligent Data Understanding (CIDU) - Boulder, CO, USA (2012.10.24-2012.10.26)] 2012 Conference on Intelligent Data Understanding - Importance of vegetation type in forest cover estimation

Karpatne, Anuj, Blank, Mace, Lau, Michael, Boriah, Shyam, Steinhaeuser, Karsten, Steinbach, Michael, Kumar, Vipin

Year:

2012

Language:

english

File:

PDF, 4.12 MB

english, 2012

24

Predicting lake surface water phosphorus dynamics using process-guided machine learning

Hanson, Paul C., Stillman, Aviah B., Jia, Xiaowei, Karpatne, Anuj, Dugan, Hilary A., Carey, Cayelan C., Stachelek, Joseph, Ward, Nicole K., Zhang, Yu, Read, Jordan S., Kumar, Vipin

Journal:

Ecological Modelling

Year:

2020

File:

PDF, 2.61 MB

2020

To build up a library is to create a life. It’s never just a random collection of books.

— Carlos María Domínguez

Official channel

Z-Library Desktop Launcher

Z-Library Since 2009 support@1delivery.pm

EnglishРусскийEspañolItalianoελληνικάاللغة العربيةBahasa IndonesiaBahasa Malaysiaहिन्दीDeutschFrançaisPortuguêsУкраїнськаPolski中文繁體中文日本語Tiếng ViệtAzərbaycan DiliՀայոց լեզուภาษาไทยTürk Diliქართველიবাংলাپښتوతెలుగుاردو한국어SrpskiБългарски