Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos

David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso

#Image processing #LSTM #patterns of violence #violence detection #xception

Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos

David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso

#Image processing #LSTM #patterns of violence #violence detection #xception

Federated Graph Neural Networks for Dynamic IoT Collaboration Optimization in Smart Home Environments

Cheng Zhang,Yuanquan Zhong

#IoT device collaboration #graph neural network #federated learning #graph structure #smart home

Sales Forecasting and Consumption Recommendation System of E-commerce Agricultural Products Based on LSTM Model

Jianwei Wu

#LSTM model #sales forecast of agricultural products #e-commerce #personalized recommendation system

A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks

Zijie Ji,Teng Lv,Yi Yu

#Recommendation model #user intent #knowledge-aware attention #dual-end recommendation

A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks

Zijie Ji,Teng Lv,Yi Yu

#Recommendation model #user intent #knowledge-aware attention #dual-end recommendation

AD-DCFP: Anomaly Detection Based on the Distance of Closed Frequent Patterns

Yudong Yin,Kun Wang,Linqiang Deng

#Anomaly detection #closed frequent patterns #pattern distance #vertical-based mining

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

AD-DCFP: Anomaly Detection Based on the Distance of Closed Frequent Patterns

Yudong Yin,Kun Wang,Linqiang Deng

#Anomaly detection #closed frequent patterns #pattern distance #vertical-based mining

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

Determining PolyCystic Ovarian Syndrome Severity from Reddit Posts using Topic Modelling and Association Rule Mining

Santhi Selvaraj,Selva Nidhyananthan Sundaradhas

#Association rule mining #bag of words #frequent symptoms set #PCOS #topic modelling

A New Facial Expression Recognition Algorithm Based on DWT Feature Extraction and Selection

Fatima Zohra BOUKHOBZA,Abdenour HACINE GHARBI,Khaled ROUABAH

#Facial expression recognition #2D-DWT #person-independent system #feature extraction #wrapper feature selection #dimensionality reduction

An Effective Reference-Point-Set (RPS) Based Bi-Directional Frequent Itemset Generation

Ambily Balaram,Nedunchezhian Raju

#Reference point #reference-point-set #transactional buckets #sparse region #dense region

Linking Palliative Homecare to the Universal Health Coverage Principles and the United Nations Sustainability Development Goals Using the i* Framework’s Strategic and Social Requirements Modelling, Applied to a Cancer Care Organisation

Yousra Odeh,Dina Tbaishat,Faten F. Kharbat,Omar Shamieh,Mohammed Odeh

#Universal health coverage #UNSDGs #i* framework #home health care #palliative care #goal-oriented modelling #social requirements modelling #cancer care process modelling #cancer care informatics #cancer care sociotechnical systems

Machine Learning Models for Statistical Analysis

Marko Grebovic,Luka Filipovic,Ivana Katnic,Milica Vukotic,Tomo Popovic

#Machine learning #artificial neural networks #statistical models #accuracy measures

An Adaptive Traffic Lights System using Machine Learning

Mohammad Ashraf Ottom,Ahmad Al-Omari

#Traffic time management #image processing and objects detection #vehicles dataset

Developing a Novel Approach for Content Based

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A Qualitative Approach to the Identification, Visualisation and Interpretation of Repetitive

1

#MPO # QTC # similarity analysis # repetitive motion pa tterns # continuous triangular model

Lessons Learned: The Complexity of Accurate

Department of Computer Science, Mohammad Ali Jinnah University, Pakistan

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Meng Han1,2, Zhihai Wang1, and Jidong Yuan1 1School of Computer and Information Technology, Beij ing Jiaotong University, China* 2School of Computer Science and Engineering, Beifang University of Nationalities, China

#High(dimensional dataset # closed pattern # contiguou s pattern # multi(supports # biological sequences