Clustering Ensemble And Hybrid Of
Deep Learning For Spatio-Temporal
Crime Predictions

QR Code

Clustering Ensemble And Hybrid Of Deep Learning For Spatio-Temporal Crime Predictions

The increase in the urban population poses challenges in managing services and safety from criminal activities. The concerned stakeholders intend to predict the time, location, number, and types of crimes to take suitable preventive measures. Accurate identification and prediction of crime hotspo...

Full description

Bibliographic Details
Main Author:	Butt, Umair Muneer
Format:	Thesis
Language:	English
Published:	2024
Subjects:	QA75.5-76.95 Electronic computers. Computer science
Online Access:	http://eprints.usm.my/62050/ http://eprints.usm.my/62050/1/UMAIR%20MUNEER%20BUTT%20-%20TESIS%20cut.pdf

Similar Items

Spatio-temporal crime predictions by leveraging artificial intelligence for citizens security in smart cities
by: Butt, Umair Muneer, et al.
Published: (2021)

Flood Prediction Based On Deep Learning Networks With Variational Mode Decomposition
by: Ni, Chenmin
Published: (2024)

Hybrid Deep Networks Based On Periodshift Cosine Annealing For Customer Retention Prediction In Telecom Industry
by: Victor, Johnson Olanrewaju
Published: (2024)

Leveraging transfer learning with deep learning for crime prediction
by: Butt, Umair Muneer, et al.
Published: (2024)

Using ensemble and learning techniques towards extending the knowledge Discovery Pipeline.
by: Yu, N Cheah, et al.
Published: (2002)

Protein Secondary Structure Prediction Using Ensemble Neural Networks With Local And Long-range Amino-acid Features
by: Hazzaa Mahyoub, Fawaz Hameed
Published: (2021)

Enhanced Heterogeneous Stacked Ensemble Machine Learning Model For Detecting Nigerian Politically Motivated Cyberhate
by: Sallau, Mullah Nanlir
Published: (2023)

Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications
by: O. F. Alijla, Basem
Published: (2015)

Probabilistic ensemble simplified fuzzy ARTMAP for sonar target differentiation
by: Loo, Chu Kiong, et al.
Published: (2006)

Hybrid of deep learning and exponential smoothing for enhancing crime forecasting accuracy
by: Butt, Umair Muneer, et al.
Published: (2022)

Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP
by: Loo, C.K., et al.
Published: (2005)

Hybrid Mac Protocol With Intra- Cluster Communications For Extending Wireless Sensor Network Lifetimes
by: Elsmany, Eyman Fathelrhman Ahmed
Published: (2019)

Multimodal Sentiment Analysis Of Social Media Through Deep Learning Approach
by: An, Jieyu
Published: (2024)

A hybrid ant colony optimization approach (hACO) for constructing load-balanced clusters
by: Ho, C. K., et al.
Published: (2005)

Representation and reasoning of fuzzy temporal knowledge
by: Nor Azlinayati Abdul Manaf,, et al.
Published: (2006)

Finding spatio-temporal patterns in climate data using clustering
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Communication Efficient Decentralized Collaborative Learning Of Heterogeneous Deep Learning Models Using Distillation And Incentive-Based Techniques
by: Iqbal, Zahid
Published: (2023)

Ontological knowledge management through hybrid unsupervised clustering techniques
by: Ching-Chieh, Kiu, et al.
Published: (2008)

Ontological knowledge management through hybrid unsupervised clustering techniques
by: Ching-Chieh, Kiu, et al.
Published: (2008)

Analysis on spatial and temporal features of gait kinematics
by: Wan Noorshahida Mohd Isa,
Published: (2005)

Adapting And Enhancing Hybrid Computational Methods For RNA Secondary Structure Prediction
by: Al-Khatib, Ra’ed Mohammad Ali
Published: (2011)

Clustering In Fingerprint Recognition System.
by: Ooi, Boon Yaik, et al.
Published: (2004)

Covid-19 Misinformation Classification On Twitter In Malaysia Using A Hybrid Adaptive Neuro-Fuzzy Inferences System (Anfis) And Deep Neural Network (Dnn)
by: Ravichandran, Bhavani Devi
Published: (2023)

Autonomous and deterministic clustering for evidence-theoretic classifier
by: Poh, , Chen Li, et al.
Published: (2006)

Landmark Image Discovery Using Network Clustering"
by: Mohammed Al-Zou’Bi, Ala’A Ahmed
Published: (2022)

A Cluster-Based Distributed Hierarchical IDS for MANETs
by: B., Pahlevanzadesh, et al.
Published: (2008)

Intelligent learning environment: Building hybrid system from standard application and web application
by: Chee, , KS, et al.
Published: (2005)

Harmony search-based fuzzy clustering algorithms for image segmentation.
by: Alia, Osama Moh’d Radi
Published: (2011)

Rule Generation Based On Structural Clustering For Automatic Question Answering
by: Song , Shen
Published: (2009)

Crisp-fuzzy representation of Allen's temporal logic
by: Nor Azlinayati Abdul Manaf,, et al.
Published: (2007)

On An Improved Parallel Construction Of Suffix Arrays For Low Bandwidth Pc-Cluster.
by: Kok, Jun Lee, et al.
Published: (2003)

Parallelizing Algorithm For Object Recognition Based On Edge Detection On Sunfire Cluster.
by: Osman, Mohd Azam, et al.
Published: (2007)

Medical Image Modality Classification using Feature Weighted Clustering Approach.
by: Chandra, Bhavik Anil
Published: (2010)

Feature Selection And Enhanced Krill Herd Algorithm For Text Document Clustering
by: Abualigah, Laith Mohammad Qasim
Published: (2018)

Improved Multi-Verse Optimizer In Text Document Clustering For Topic Extraction
by: Abasi, Ammar Kamal Mousa
Published: (2021)

Spatial Kernel-based Generalized C-mean Clustering for Medical Image Segmentation.
by: Lee, Song Yeow
Published: (2010)

Taylor-Bird Swarm Optimization-Based Deep Belief Network For Medical Data Classification
by: Mohammed, Alhassan Afnan
Published: (2022)

Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis
by: Tan, Shing Chiang, et al.
Published: (2005)

Harmony Search-Based Cluster Initialization For Fuzzy C-Means Segmentation Of MR Images.
by: Moh’d Alia, Osama, et al.
Published: (2009)

A deep Spatio-temporal network for vision-based sexual harassment detection
by: Islam, Md Shamimul, et al.
Published: (2021)