Academy & Industry Research Collaboration Center (AIRCC)

Volume 11, Number 15, September 2021

Advances in Machine Learning
3rd International Conference on Machine Learning & Applications (CMLA 2021), September 25~26, 2021, Toronto, Canada
Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds)
ISBN : 978-1-925953-49-7                                                                             Download full Proceedings

How Different Text-Preprocessing Techniques using the Bert Model Affect
the Gender Profiling of Authors
Esam Alzahrani1, 2 and Leon Jololian1, 1University of Alabama at Birmingham, USA,
2Al-Baha University, Saudi Arabia

Pedestrian Attribute Recognition using Gabor Wavelet Layers 
Imran N. Junejo, Zayed University, UAE

Online Obstructive Sleep Apnea Detection Based on Hybrid Machine Learning and
Classifier Combination for Home-Based Applications
Hosna Ghandeharioun, Khorasan Institute of Higher Education, Iran

Artificial Intelligence & Machine Learning Role in Financial Services 
Prudhvi Parne, Information Technology, Bank of Hope, USA

Open Lorawan Sensor Node Architecture for Agriculture Applications 
Philipp Bolte, Ulf Witkowski and Rolf Morgenstern, South Westphalia University of Applied Sciences, Germany

Deep Learning for Identifying Malicious Firmware  
David Noever and Samantha E. Miller Noever, PeopleTec, Inc., USA

Limiting Factors in Widespread Adoption of Active Queue Management in the
Philippines’ Consumer Electronics Space
Min Guk I. Chi, S P Jain School of Global Management, Australia

Development of an Autism Screening Classification Model for Toddlers 
Afef Saihi and Hussam Alshraideh, American University of Sharjah, UAE

Revisiting Mobile Crowdsensing: An Open Challenge  
Vittalis Ayu, Sanata Dharma University, Indonesia

Predicting Consumer Purchasing Decisions in the Online Food Delivery Industry 
Batool Madani, Hussam AlShraideh, American University of Sharjah, UAE

SHAPEIoT: Secure Handshake Protocol for Autonomous IoT Device Discovery and
Blacklisting using Physical Unclonable Functions and Machine Learning
Cem Ata Baykara1, Ilgın Şafak2 and Kübra Kalkan1, 1Ozyegin University, Turkey, 2Fibabanka R&D Center, Turkey

Arabic Poems Generation using LSTM, Markov-LSTM and Pre-Trained GPT-2 Models 
Asmaa Hakami, Raneem Alqarni, Mahila Almutairi and Areej Alhothali, King Abdulaziz University, Saudi Arabia

Aliasing Free For Mixed Spectra for Stable Processes 
Rachid Sabre, University of Burgundy, France

An Efficient Method for a Specific Case of Detecting Impulse Noise on Scanned Documents 
Petar Prvulović1, Jelena Vasiljević1 and Dhinaharan Nagamalai2, 1Union University, Serbia, 2Kalasalingam Academy of Research and Education, India

DCT based Fusion of Variable Exposure Images for HDRI 
Vivek Ramakrishnan and D. J. Pete, Datta Meghe College of Engineering, India

The Combination of Narrative News and VR Games: Comparison of
Various Forms of News Games
Xiaohan Feng and Makoto Murakami, Toyo University, Japan

Feature Fusion-Based Siamese Region Proposal Network for Ultrasound Tracking 
Xinglong Zhu, Ruirui Kang, Yifan Wang, Danni Ai, Tianyu Fu and Jingfan Fan, Beijing Institute of Technology, China

Extractive Text Summarization using Recurrent Neural Networks with Attention Mechanism 
Shimirwa Aline Valerie and Jian Xu, Nanjing University of Science and Technology, China

The Difference of Machine Learning and Deep Learning Algorithms 
Yew Kee Wong, HuangHuai University, China

Understanding the Features of Internet of Things (IoT) and Big Data Analysis 
Yew Kee Wong, HuangHuai University, China