Academy & Industry Research Collaboration Center (AIRCC)

Volume 11, Number 18, November 2021

Machine Learning Techniques and Data Science
2nd International Conference on Machine Learning Techniques and Data Science (MLDS 2021), November 20~21, 2021, Zurich, Switzerland
Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds)
ISBN : 978-1-925953-52-7                                                                             Download full Proceedings

Characteristics of Super-Utilizers of Care at the University Hospitals of Geneva
using Latent Class Analysis 
Gilles Cohen, Pascal Briot and Pierre Chopard, Geneva University Hospitals
Geneva, Switzerland

A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success 
Manav Agarwal, Shreya Venugopal, Rishab Kashyap, R Bharathi, PES University, India

Finding Clusters of Similar-minded People on Twitter Regarding the Covid-19 Pandemic 
Philipp Kappus and Paul Grob, Baden-Wuerttemberg Cooperative State
University, Germany

An Analysis of Face Recognition under Face Mask Occlusions 
Susith Hemathilaka1 and Achala Aponso2, 1University of Westminster, United Kingdom,
2Informatics Institute of Technology, Sri Lanka

Classification Methods for Motor Vibration in Predictive Maintenance 
Christoph Kammerer1, Michael Gaust2, Pascal Starke2, Roman Radtke1 and
Alexander Jesser1, 1University of Applied Sciences Heilbronn, Germany,
2CeraCon GmbH, Talstrabe 2, Germany

LFO2: An Enhanced Version of Learning-From-OPT Caching Algorithm 
Yipkei Kwok and David L. Sullivan, Missouri Western State University, USA

Survey on Some Optimization Possibilities for Data Plane Applications 
Gereltsetseg Altangerel, Tejfel Mate, Eotvos Lorand University, Hungary

GPF: A Green Power Forwarding Technique for Energy-Efficient Network Operations 
Rahil Gandotra and Levi Perigo, University of Colorado Boulder, USA

Security in Agile Development, use Case in Typeform  
Pau Julia, David Salvador and Marc Pena, Security Team, Typeform, Spain

Automated Testing of Data Survivability and Restorability 
Sylvain Muller and Ciaran Bryce, University of Applied Sciences (HES-SO), Switzerland

Data Protection through Data Security-as-a-Service using Blockchain Enabled Platform 
Magesh Kasthuri, Hitarshi Buch, Krishna Moorthy and Vinod Panicker, Wipro Limited, India

A Novel Regional Fusion Network for 3D Object Detection based on RGB Images
and Point Clouds 
Hung-Hao Chen1, Chia-Hung Wang1, Hsueh-Wei Chen1, Pei-Yung Hsiao2, Li-Chen Fu1
and Yi-Feng Su3, 1National Taiwan University, Taiwan, 2National University of Kaohsiung,
Taiwan, 3Automotive Research and Testing Center (ARTC), Taiwan

K-Nearest Neighbour and Dynamic Time Warping for Online Signature Verification 
Mohammad Saleem and Bence Kovari, Budapest University of Technology and
Economics, Hungary

Using AI to Learn Industry Specific Big Data for Business Operation and Crisis Management 
Yew Kee Wong, HuangHuai University, China

BurnoutWords - Detecting Burnout for a Clinical Setting 
Sukanya Nath and Mascha Kurpicz-Briki, Bern University of Applied Sciences, Biel/Bienne, Switzerland

Federated Learning with Random Communication and Dynamic Aggregation 
Ruolin Huang, Ting Lu, Yiyang Luo, Guohua Liu and Shan Chang, Donghua University, China

The Evolution of Vector Machine Support in the Field of Intrusion Detection Systems 
Ouafae Elaeraj and Cherkaoui Leghris, Hassan II University of Casablanca, Morocco

Reducing Cyber Incident Response to Protect CNI from Cyber Attacks using an
N-SIEM Integration with an ICTI-CNI 
Igli Tafa and Kevin Shahollari, Polytechnic University of Tirana, Tirana

Improving the Requirements Engineering Process through Automated Support:
An Industrial Case Study 
Fabio Alexandre M.H. Silva, Bruno A. Bonifacio, Fabio Oliveira Ferreira, Fabio Coelho Ramos, Marcos Aurelio Dias and Andre Ferreira Neto, Sidia Institute of Science & Technology, Brazil

A Novel Privacy-Preserving Scheme in IoT-Based Social Distancing Technologies 
Arwa Alrawais1, Fatemah Alharbi2, Moteeb Almoteri3, Sara A Aljwair1 and
Sara SAljwair1, 1Prince Sattam Bin Abdulaziz University, Saudi Arabia, 2Taibah University,
Saudi Arabia, 3King Saud University, Saudi Arabia

Method for Orthogonal Edge Routing of Directed Layered Graphs with Edge Crossings Reduction 
Jordan Raykov, JDElite Consulting, USA

A Comprehensive Survey of Energy-Efficiency Approaches in Wired Networks 
Rahil Gandotra and Levi Perigo, University of Colorado Boulder, USA

Smartphone Model Fingerprinting using WiFi Radiation Patterns 
Thomas Burton and Kasper Rasmussen, University of Oxford, UK