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1

Quantifying decision making for data science: from data acquisition to modeling

Nagrecha, Saurabh, Chawla, Nitesh V

Journal:

EPJ Data Science

Year:

2016

Language:

english

File:

PDF, 1.72 MB

english, 2016

2

Hearthholds of mobile money in western Kenya

Kusimba, Sibel, Yang, Yang, Chawla, Nitesh

Journal:

Economic Anthropology

Year:

2016

Language:

english

File:

PDF, 917 KB

english, 2016

3

Market basket analysis with networks

Troy Raeder, Nitesh V. Chawla

Journal:

Social Network Analysis and Mining

Year:

2011

Language:

english

File:

PDF, 847 KB

english, 2011

4

FraudBuster: Reducing Fraud in an Auto Insurance Market

Nagrecha, Saurabh, Johnson, Reid A., Chawla, Nitesh V.

Journal:

Year:

2018

Language:

english

File:

PDF, 559 KB

english, 2018

5

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

Mursalin, Md, Zhang, Yuan, Chen, Yuehui, Chawla, Nitesh V

Journal:

Year:

2017

Language:

english

File:

PDF, 1.24 MB

english, 2017

6

Proceedings of the 2020 SIAM International Conference on Data Mining || Second-order Optimization for Non-convex Machine Learning: an Empirical Study

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

Language:

english

File:

PDF, 5.34 MB

english, 2020

7

Proceedings of the 2020 SIAM International Conference on Data Mining || Temporal Graph Kernels for Classifying Dissemination Processes

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

Language:

english

File:

PDF, 690 KB

english, 2020

8

Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science

Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly

Journal:

Statistical Analysis and Data Mining

Year:

2011

Language:

english

File:

PDF, 1.11 MB

english, 2011

9

[Lecture Notes in Social Networks] Applications of Social Media and Social Network Analysis || Combining Social, Audiovisual and Experiment Content for Enhanced Cultural Experiences

Kazienko, Przemysław, Chawla, Nitesh

Year:

2015

Language:

english

File:

PDF, 1.12 MB

english, 2015

10

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond

He, Haibo, Chawla, Nitesh, Chen, Huanhuan, Choe, Yoonsuck, Engelbrecht, Andries, deva, Jaya, Long, Lyle, Minai, Ali, Nie, Feiping, Ozertem, Umut, Pearlmutter, Barak, Shao, Ling, Si, Jennie, Steil, Joc

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 5.28 MB

english, 2016

11

Harvesting Social Signals to Inform Peace Processes Implementation and Monitoring

Nigam, Aastha, Dambanemuya, Henry K., Joshi, Madhav, Chawla, Nitesh V.

Journal:

Year:

2017

Language:

english

File:

PDF, 2.63 MB

english, 2017

12

Proceedings of the 2019 SIAM International Conference on Data Mining || GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 2.38 MB

english, 2019

13

Proceedings of the 2019 SIAM International Conference on Data Mining || Flow-Based Local Graph Clustering with Better Seed Set Inclusion

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 2.29 MB

english, 2019

14

Biomedical Knowledge Graphs Construction from Conditional Statements

Jiang, Tianwen, Zeng, Qingkai, Zhao, Tong, Qin, Bing, Liu, Ting, Chawla, Nitesh, Jiang, Meng

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2020

Language:

english

File:

PDF, 15.04 MB

english, 2020

15

Proceedings of the 2020 SIAM International Conference on Data Mining || An Instance-Specific Algorithm for Learning the Structure of Causal Bayesian Networks Containing Latent Variables

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

Language:

english

File:

PDF, 526 KB

english, 2020

16

Proceedings of the 2020 SIAM International Conference on Data Mining || BiGAN: Collaborative Filtering with Bidirectional Generative Adversarial Networks

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

Language:

english

File:

PDF, 633 KB

english, 2020

17

Proceedings of the 2020 SIAM International Conference on Data Mining || Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph?

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

File:

PDF, 1.01 MB

2020

18

Proceedings of the 2020 SIAM International Conference on Data Mining || Document Clustering Meets Topic Modeling with Word Embeddings

Demeniconi, Carlotta, Chawla, Nitesh

Year:

2020

File:

PDF, 508 KB

2020

19

A study in machine learning from imbalanced data for sentence boundary detection in speech

Yang Liu, Nitesh V. Chawla, Mary P. Harper, Elizabeth Shriberg, Andreas Stolcke

Journal:

Computer Speech & Language

Year:

2006

Language:

english

File:

PDF, 383 KB

english, 2006

20

Using selective, short-term memory to improve resilience against DDoS exhaustion attacks

Qi Liao, David A. Cieslak, Aaron D. Striegel, Nitesh V. Chawla

Journal:

Security and Communication Networks

Year:

2008

Language:

english

File:

PDF, 311 KB

english, 2008

21

A unifying view on dataset shift in classification

Jose G. Moreno-Torres, Troy Raeder, Rocío Alaiz-Rodríguez, Nitesh V. Chawla, Francisco Herrera

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 471 KB

english, 2012

22

Range-limited centrality measures in complex networks

Ercsey-Ravasz, Mária, Lichtenwalter, Ryan N., Chawla, Nitesh V., Toroczkai, Zoltán

Journal:

Physical Review E

Year:

2012

Language:

english

File:

PDF, 1.43 MB

english, 2012

23

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - Maximizing Information Spread through Influence Structures in Social Networks

Pandit, Saurav, Yang, Yang, Chawla, Nitesh V.

Year:

2012

Language:

english

File:

PDF, 699 KB

english, 2012

24

Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

Nitesh V. Chawla PhD, Darcy A. Davis PhD

Journal:

Journal of General Internal Medicine

Year:

2013

Language:

english

File:

PDF, 188 KB

english, 2013

25

[IEEE 2012 Conference on Intelligent Data Understanding (CIDU) - Boulder, CO, USA (2012.10.24-2012.10.26)] 2012 Conference on Intelligent Data Understanding - Species distribution modeling and prediction: A class imbalance problem

Johnson, Reid A., Chawla, Nitesh V., Hellmann, Jessica J.

Year:

2012

Language:

english

File:

PDF, 1.50 MB

english, 2012

26

[IEEE Distributed Processing Symposium (IPDPS) - Miami, FL, USA (2008.04.14-2008.04.18)] 2008 IEEE International Symposium on Parallel and Distributed Processing - Data mining on the grid for the grid

Chawla, Nitesh V., Thain, Douglas, Lichtenwalter, Ryan, Cieslak, David A.

Year:

2008

Language:

english

File:

PDF, 208 KB

english, 2008

27

[Lecture Notes in Social Networks] Applications of Social Media and Social Network Analysis ||

Kazienko, Przemysław, Chawla, Nitesh

Year:

2015

Language:

english

File:

PDF, 11.08 MB

english, 2015

28

Does Medical School Training Relate to Practice? Evidence from Big Data

Feldman, Keith, Chawla, Nitesh V.

Journal:

Year:

2015

Language:

english

File:

PDF, 10.33 MB

english, 2015

29

User Modeling on Demographic Attributes in Big Mobile Social Networks

Dong, Yuxiao, Chawla, Nitesh V., Tang, Jie, Yang, Yang, Yang, Yang

Journal:

ACM Transactions on Information Systems

Year:

2017

Language:

english

File:

PDF, 3.42 MB

english, 2017

30

Proceedings of the 2017 SIAM International Conference on Data Mining || HiDDen: Hierarchical Dense Subgraph Detection with Application to Financial Fraud Detection

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

31

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

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 873 KB

english, 2017

32

Proceedings of the 2017 SIAM International Conference on Data Mining || Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 1.21 MB

english, 2017

33

Proceedings of the 2017 SIAM International Conference on Data Mining || Active Positive-Definite Matrix Completion

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 973 KB

english, 2017

34

Proceedings of the 2017 SIAM International Conference on Data Mining || Active Learning of Classification Models with Likert-Scale Feedback

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 730 KB

english, 2017

35

Proceedings of the 2017 SIAM International Conference on Data Mining || Signed Network Embedding in Social Media

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 1.11 MB

english, 2017

36

Proceedings of the 2017 SIAM International Conference on Data Mining || Accelerated Attributed Network Embedding

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 871 KB

english, 2017

37

Semantic Flow Graph: A Framework for Discovering Object Relationships in Flow Fields

Tao, Jun, Wang, Chaoli, Chawla, Nitesh, Shi, Lei, Kim, Seung Hyun

Journal:

IEEE Transactions on Visualization and Computer Graphics

Year:

2017

Language:

english

File:

PDF, 17.01 MB

english, 2017

38

Proceedings of the 2017 SIAM International Conference on Data Mining || FACETS: Adaptive Local Exploration of Large Graphs

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 1.51 MB

english, 2017

39

The State of Data in Healthcare: Path Towards Standardization

Feldman, Keith, Johnson, Reid A., Chawla, Nitesh V.

Journal:

Journal of Healthcare Informatics Research

Year:

2018

Language:

english

File:

PDF, 713 KB

english, 2018

40

[IEEE 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - Turin, Italy (2018.10.1-2018.10.3)] 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - SMOTEBoost for Regression: Improving the Prediction of Extreme Values

Moniz, Nuno, Ribeiro, Rita, Cerqueira, Vitor, Chawla, Nitesh

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

41

Proceedings of the 2017 SIAM International Conference on Data Mining || Model-based von Mises-Fisher Co-clustering with a Conscience

Chawla, Nitesh, Wang, Wei

Year:

2017

Language:

english

File:

PDF, 2.13 MB

english, 2017

42

Proceedings of the 2019 SIAM International Conference on Data Mining || Deep Transfer Reinforcement Learning for Text Summarization

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 1.71 MB

english, 2019

43

Proceedings of the 2019 SIAM International Conference on Data Mining || ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 2.28 MB

english, 2019

44

Proceedings of the 2019 SIAM International Conference on Data Mining || Decision List Optimization based on Continuous Relaxation

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 2.33 MB

english, 2019

45

Proceedings of the 2019 SIAM International Conference on Data Mining || Incremental Multi-view Support Vector Machine

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

File:

PDF, 1.67 MB

2019

46

Proceedings of the 2019 SIAM International Conference on Data Mining || Coupled Clustering of Time-Series and Networks

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 2.55 MB

english, 2019

47

[IEEE 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) - Milan, Italy (2019.7.8-2019.7.13)] 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) - Using Structural Similarity to Predict Future Workload Behavior in the Cloud

Nwanganga, Frederick, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 271 KB

english, 2019

48

Proceedings of the 2019 SIAM International Conference on Data Mining || Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 9.26 MB

english, 2019

49

Proceedings of the 2019 SIAM International Conference on Data Mining || Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions

Berger-Wolf, Tanya, Chawla, Nitesh

Year:

2019

Language:

english

File:

PDF, 948 KB

english, 2019

50

[IEEE 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) - Cambridge, United Kingdom (2019.9.3-2019.9.6)] 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) - Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior

Saha, Koustuv, Mulukutla, Raghu, Nies, Kari, Robles-Granda, Pablo, Sirigiri, Anusha, Yoo, Dong Whi, Audia, Pino, Campbell, Andrew T., Chawla, Nitesh V., D'Mello, Sidney K., Dey, Anind K., Reddy, Manik

Year:

2019

File:

PDF, 2.65 MB

2019