A Novel Multi-Module Approach to Predict Crime Based on Multivariate Spatio-Temporal Data Using Attention and Sequential Fusion Model

Author:

Tasnim Nowshin1ORCID,Imam Iftekher Toufique1ORCID,Hashem M. M. A.1ORCID

Affiliation:

1. Department of Computer Science and Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh

Funder

Khulna University of Engineering and Technology (KUET), Bangladesh

Department of Computer Science and Engineering, KUET Alumni

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference52 articles.

1. Crime Forecasting Using Data Mining Techniques

2. Deep learning for real time crime forecasting;wang;arXiv 1707 03340,2017

3. Single headed attention RNN: Stop thinking with your head;merity;arXiv 1911 11423,2019

4. Multiple object recognition with visual attention;ba;Arxiv 1412 7755,2014

5. Dense CNN With Self-Attention for Time-Domain Speech Enhancement

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Crime Prediction Using Machine Learning and Deep Learning;International Journal of Scientific Research in Science, Engineering and Technology;2024-05-04

2. Forecasting Criminal Activity: An Empirical Approach for Crime Rate Prediction;Lecture Notes in Electrical Engineering;2024

3. UniMHe: Unified Multi Hyperedge Prediction A Case Study on Crime Dataset;2023 IEEE International Conference on Big Data (BigData);2023-12-15

4. A Generalized Additive Decomposition Based Deep Neural Network Architecture for Time Series Forecasting Problems;2023 6th International Conference on Electrical Information and Communication Technology (EICT);2023-12-07

5. Enhanced Public Safety through LSTM-Based Spatio-Temporal Crime Analytics;2023 International Conference on Emerging Research in Computational Science (ICERCS);2023-12-07

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3