Academy & Industry Research Collaboration Center (AIRCC)

Volume 12, Number 15, Seeptember 2022

Data Science and Machine Learning
3rd International Conference on Data Science and Machine Learning (DSML 2022)
September 17-18, 2022, Copenhagen, Denmark
Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds)
ISBN : 978-1-925953-75-6                                                                             Download full Proceedings

Comparing Spectroscopy Measurements in the Prediction of in Vitro Dissolution
Profile using Artificial Neural Networks
Mohamed Azouz Mrad, Kristóf Csorba, Dorián László Galata, Zsombor Kristóf Nagy
and Brigitta Nagy, Budapest University of Technology and Economics, Hungary

Fast Rank Optimization Scheme by the Estimation of Vehicular Speed and
Phase Difference in MU-MIMO
Shin-Hwan Kim, Kyung-Yup Kim, Sang-Wook Kim and Jae-Hyung Koo, Korea Telecom, Korea

An Empirical Study of the Performance of Code Similarity in Automatic Program Repair Tool 
Xingyu Zheng, Zhiqiu Huang, Yongchao Wang and Yaoshen Yu, Nanjing University
of Aeronautics and Astronautics, China

FindMyPet: An Intelligent System for Indoor Pet Tracking and Analysis
using Artificial Intelligence and Big Data
Qinqin Guo1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Review on Deep Learning Techniques for Underwater Object Detection 
Radhwan Adnan Dakhil and Ali Retha Hasoon Khayeat, University of Kerbala, Iraq

Brand Name (To do): An Interactive and Collaborative Drawing Platform to Engage the
Autism Spectrum in Art and Language Learning using Artificial Intelligence
Xuanxi Kuang1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Cyberbullying Detection using Ensemble Method 
Saranyanath K P, Wei Shi and Jean-Pierre Corriveau, Carleton University, Canada

A Data-Driven Analytical System to Optimize Swimming Training and Competition
Performance using Machine Learning and Big Data Analysis
Tony Zheng1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Mining Online Drug Reviews Database for the Treatment of Rheumatoid Arthritis
by using Deep Learning
Pinar Yildirim, Istanbul Okan University, Turkey

Generative Approach to the Automation of Artificial Intelligence Applications 
Calvin Huang1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Performance Evaluation for the use of ELMo Word Embedding in Cyberbullying Detection 
Tina Yazdizadeh and Wei Shi, Carleton University, Canada

An Intelligent Food Inventory Monitoring System using Machine Learning
and Computer Vision
Tianyu Li1 and Yu Sun2, 1St. George’s School, Canada, 2California
State Polytechnic University, USA

An Intelligent Community-Driven Mobile Application to Automate the Classification
of plants using Artificial Intelligence and Computer Vision
Yifei Tong1 and Yu Sun2, 1Trinity Grammar School, Australia, 2California State
Polytechnic University, USA

Classification of Depression using Temporal Text Analysis in Social Network Messages 
Gabriel Melo, KaykeBonafé and Guilherme Wachs-Lopes, University Center of FEI, Brazil

Learning Chess with Language Models and Transformers 
Michael DeLeo and Erhan Guven, Johns Hopkins University, USA

A Transformer based Multi-Task Learning Approach Leveraging Translated and
Transliterated Data to Hate Speech Detection in Hindi
Prashant Kapil and Asif Ekbal, IIT Patna, India

WassBERT: High-Performance BERT-based Persian Sentiment Analyzer and Comparison
to Other State-of-the-art Approaches
Masoumeh Mohammadi and Shadi Tavakoli, Department of Data Science &
Machine Learning Telewebion, Iran

GRASS: A Syntactic Text Simplification System based on Semantic Representations 
Rita Hijazi1, 2, Bernard Espinasse1 and Núria Gala2, 1Aix-Marseille Univ.,
Laboratoire Informatique et Systèmes (LIS UMR 7020), France, 2Aix-Marseille Univ.,
Laboratoire Parole et Langage (LPL UMR 7309), France

Comparison of Various Forms of Serious Games: Exploring the Potential use of
Serious Game Walkthrough in Education Outside the Classroom
Xiaohan Feng and Makoto Murakami, Toyo University, Japan

3DHero: An Interactive Puzzle Game Platform for 3D Spatial and Reasoning Training
using Game Engine and Machine Learning
David Tang1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Frame Size Optimization Using a Machine Learning Approach in WLAN Downlink
MU-MIMO Channel
Lemlem Kassa1, Jianhua Deng1, Mark Davis2 and Jingye Cai1, 1University of
Electronic Science and Technology China (UESTC), China, 2Communication
Network Research Institute (CNRI), Technological University, Ireland

A Simple Neural Network for Detection of Various Image Steganography Methods 
Mikołaj Płachta and Artur Janicki, Warsaw University of Technology, Poland

Early Detection of Parkinson’s Disease using Machine Learning and Convolutional
Neural Networks from Drawing Movements
Sarah Fan1 and Yu Sun2, 1USA, 2California State Polytechnic University, USA

Bantu Spell Checker and Corrector using Modified Edit Distance Algorithm (MEDA) 
Boago Okgetheng, Gabofetswe Malema, Ariq Ahmer, Boemo Lenyibi and
Ontiretse Ishmael, University of Botswana, Botswana