Volume 12 Number 15 - 3rd International Conference on Data Science and Machine Learning (DSML 2022)

Volume 12, Number 15, September 2022

3^rd 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

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 Hijazi^{1, 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

CS&IT Conference Proceedings

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

Comparing Spectroscopy Measurements in the Prediction of in Vitro Dissolution Profile using Artificial Neural Networks

Fast Rank Optimization Scheme by the Estimation of Vehicular Speed and Phase Difference in MU-MIMO

An Empirical Study of the Performance of Code Similarity in Automatic Program Repair Tool

FindMyPet: An Intelligent System for Indoor Pet Tracking and Analysis using Artificial Intelligence and Big Data

Review on Deep Learning Techniques for Underwater Object Detection

Brand Name (To do): An Interactive and Collaborative Drawing Platform to Engage the Autism Spectrum in Art and Language Learning using Artificial Intelligence

Cyberbullying Detection using Ensemble Method

A Data-Driven Analytical System to Optimize Swimming Training and Competition Performance using Machine Learning and Big Data Analysis

Mining Online Drug Reviews Database for the Treatment of Rheumatoid Arthritis by using Deep Learning

Generative Approach to the Automation of Artificial Intelligence Applications

Performance Evaluation for the use of ELMo Word Embedding in Cyberbullying Detection

An Intelligent Food Inventory Monitoring System using Machine Learning and Computer Vision

An Intelligent Community-Driven Mobile Application to Automate the Classification of plants using Artificial Intelligence and Computer Vision

Classification of Depression using Temporal Text Analysis in Social Network Messages

Learning Chess with Language Models and Transformers

A Transformer based Multi-Task Learning Approach Leveraging Translated and Transliterated Data to Hate Speech Detection in Hindi

WassBERT: High-Performance BERT-based Persian Sentiment Analyzer and Comparison to Other State-of-the-art Approaches

GRASS: A Syntactic Text Simplification System based on Semantic Representations

Comparison of Various Forms of Serious Games: Exploring the Potential use of Serious Game Walkthrough in Education Outside the Classroom

3DHero: An Interactive Puzzle Game Platform for 3D Spatial and Reasoning Training using Game Engine and Machine Learning

Frame Size Optimization Using a Machine Learning Approach in WLAN Downlink MU-MIMO Channel

A Simple Neural Network for Detection of Various Image Steganography Methods

Early Detection of Parkinson’s Disease using Machine Learning and Convolutional Neural Networks from Drawing Movements

Bantu Spell Checker and Corrector using Modified Edit Distance Algorithm (MEDA)

3^rd 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