A Hybrid Approach for Interpretable Game Performance Prediction in Basketball

Srishti U. Sharma; Srikrishnan Divakaran; Tolga Kaya; Mehul Raval

doi:10.1109/IJCNN55064.2022.9892583

A Hybrid Approach for Interpretable Game Performance Prediction in Basketball

Srishti U. Sharma
, Srikrishnan Divakaran
, Tolga Kaya
, Mehul Raval

School of Computer Science & Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728186719
DOIs	https://doi.org/10.1109/IJCNN55064.2022.9892583
State	Published - 2022
Event	2022 International Joint Conference on Neural Networks, IJCNN 2022 - Padua, Italy Duration: Jul 18 2022 → Jul 23 2022

Publication series

Name	Proceedings of the International Joint Conference on Neural Networks
ISSN (Print)	2161-4393
ISSN (Electronic)	2161-4407

Conference

Conference	2022 International Joint Conference on Neural Networks, IJCNN 2022
Country/Territory	Italy
City	Padua
Period	7/18/22 → 7/23/22

ASJC Scopus Subject Areas

Software
Artificial Intelligence

Keywords

Basketball
Decision Trees
Factor Analysis
Multi-Linear Regression
XAI

Access to Document

10.1109/IJCNN55064.2022.9892583

Cite this

Sharma, S. U., Divakaran, S., Kaya, T., & Raval, M. (2022). A Hybrid Approach for Interpretable Game Performance Prediction in Basketball. In 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings (Proceedings of the International Joint Conference on Neural Networks). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IJCNN55064.2022.9892583

A Hybrid Approach for Interpretable Game Performance Prediction in Basketball. / Sharma, Srishti U.; Divakaran, Srikrishnan; Kaya, Tolga et al.
2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. (Proceedings of the International Joint Conference on Neural Networks).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sharma, SU, Divakaran, S, Kaya, T & Raval, M 2022, A Hybrid Approach for Interpretable Game Performance Prediction in Basketball. in 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2022 International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, 7/18/22. https://doi.org/10.1109/IJCNN55064.2022.9892583

Sharma SU, Divakaran S, Kaya T, Raval M. A Hybrid Approach for Interpretable Game Performance Prediction in Basketball. In 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. (Proceedings of the International Joint Conference on Neural Networks). doi: 10.1109/IJCNN55064.2022.9892583

@inproceedings{10a897577c91459ba39cf1c2eb7c90ca,

title = "A Hybrid Approach for Interpretable Game Performance Prediction in Basketball",

keywords = "Basketball, Decision Trees, Factor Analysis, Multi-Linear Regression, XAI",

author = "Sharma, \{Srishti U.\} and Srikrishnan Divakaran and Tolga Kaya and Mehul Raval",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Joint Conference on Neural Networks, IJCNN 2022 ; Conference date: 18-07-2022 Through 23-07-2022",

year = "2022",

doi = "10.1109/IJCNN55064.2022.9892583",

language = "English",

series = "Proceedings of the International Joint Conference on Neural Networks",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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PY - 2022

Y1 - 2022

KW - Basketball

KW - Decision Trees

KW - Factor Analysis

KW - Multi-Linear Regression

KW - XAI

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UR - https://www.scopus.com/pages/publications/105002586360#tab=citedBy

U2 - 10.1109/IJCNN55064.2022.9892583

DO - 10.1109/IJCNN55064.2022.9892583

M3 - Conference contribution

AN - SCOPUS:105002586360

T3 - Proceedings of the International Joint Conference on Neural Networks

BT - 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 International Joint Conference on Neural Networks, IJCNN 2022

Y2 - 18 July 2022 through 23 July 2022

ER -

A Hybrid Approach for Interpretable Game Performance Prediction in Basketball

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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