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15th ICCAE 2023: Sydney, Australia
- 15th International Conference on Computer and Automation Engineering, ICCAE 2023, Sydney, Australia, March 3-5, 2023. IEEE 2023, ISBN 979-8-3503-9622-5

- Marc-André Blais, Moulay A. Akhloufi:

Proximity-Based Reward System and Reinforcement Learning for Path Planning. 1-5 - Vivek Ghabak

, A. Seetharaman:
Integration of Machine Learning in Agile Supply Chain Management. 6-12 - Sherniyaz Kabdushev, Dina B. Shaltykova, Yelizaveta S. Vitulyova, Akhat S. Bakirov, Ibragim E. Suleimenov

:
Neural Network Technology for Choosing a Learning Path. 13-16 - Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman:

Investigating the Role of PTEN and P53 in Autism: Design of A Mutant Information Prediction System (MIPS). 17-20 - Baijnath Kaushik, Akshita Sharma, Akshma Chadha, Reya Sharma:

Machine Learning Model for Sentiment Analysis on Mental Health Issues. 21-25 - Shu Takemoto, Yoshiya Ikezaki, Yusuke Nozaki, Masaya Yoshikawa:

Machine Learning Based Power Analysis for Simon with Secure Mechanism. 26-29 - Smita Sunil Burrewar

, Mazharul Haque
, Tanwir Uddin Haider:
A Survey on Mapping of Urban Green Spaces within Remote Sensing Data Using Machine Learning & Deep Learning Techniques. 30-34 - Soha Sadat Mahdi, Nikos Deligiannis, Hichem Sahli:

A Review of Deep Learning Methods for Automated Clinical Coding. 35-39 - Xiang Qian Ong, Kwan Hui Lim:

SkillRec: A Data-Driven Approach to Job Skill Recommendation for Career Insights. 40-44 - Khoa Tan Vo

, Thu Nguyen
, Thu-Thuy Ta
, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh:
Student Management Model Integrating E-Commerce Based on Blockchain Technology. 45-49 - Anika Kanwal

, Siva Chandrasekaran:
MGRU-M1dCNN: A Hybrid Model for Stock Price Prediction. 50-54 - Thu Nguyen

, Khoa Tan Vo
, Thu-Thuy Ta
, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh:
Model for Verifying the Reliability of Candidate Data Based on Blockchain Technology. 55-59 - Binula Ravindu Gunawardana:

Employing Thresholding and Template Rotation to Enhance the Effectiveness of Template Matching Programs. 60-64 - Rathachai Chawuthai, Kampanart Kawachakul, Kittikom Boonrod, Thanunchai Threepak:

Route Prediction from GPS Trajectory and Road Data. 65-69 - Analyn N. Yumang

, Luvelin Anne G. Francia, Ryan Jowell L. Romero:
Computer Vision-Based Non-invasive Sweetness Assessment of Mangifera Indica L. Fruit Using K-means Clustering and CNN. 70-75 - Mehmet Hakan Karaata, Aysha Dabees:

Fault-Tolerant Broadcast Algorithm for Tree Networks. 76-80 - Pranshi Jindal, Andrew J. Park, Eunju Hwang:

Augmented Reality Campus Exploration Application Incorporating Equity, Diversity, and Inclusion. 81-86 - Jozef Svetlik, Juraj Kovác, Martin Pollák, Marek Kocisko, Tomas Stejskal, Michal Sasala:

Verification of the Usefulness of the Virtual Reality Application for URM Assembly. 87-92 - Jyoti Prakhar, Md. Tanwir Uddin Haider:

Automated Detection of Biases within the Healthcare System Using Clustering and Logistic Regression. 93-96 - Romnick U. Cartusiano, Febus Reidj G. Cruz:

Las Piñas Flood Monitoring System with Alternate Route Using Bayesian Network via Mobile Application. 97-101 - Monica Racha, Siva Chandrasekaran, Alex Stojcevski

:
Artificial Intelligence-Based Smart Tele-Assisting Technology for First-Year Engineering Students. 102-108 - Dorsa Zaheri, Mohammad Hossein Refan:

Design and Implementation of Modbus RTU/TCP to Profibus Gateway Using Raspberry Pi. 109-113 - Alfred E. Clemente, Reinier Miguel G. Samaniego, Febus Reidj G. Cruz:

IoT Based Water Consumption Monitoring System for Water Management. 114-119 - Bin Wu, Jiaqi Li, Qingsong Liu, Ke-Lin Du:

An RFID-Assisted Smart Livestock and Poultry Farming System on the Cloud. 120-124 - Carla E. Garcia, Insoo Koo:

Coverage Prediction and REM Construction for 5G Networks in Band n78. 125-129 - Arnie R. Alzaga, Kenneth R. Caguete, Michael Erick N. De Vera, Krenz Karl E. Villarino, Glenn V. Magwili, Michael C. Pacis

:
Development of a Power Demand Meter for Residential Loads Using ZigBee Wireless Sensor Technology. 130-133 - Mohd Fadzli Ashari, Akihiko Hanafusa, Shahrol Mohamaddan:

Musculoskeletal Modelling and Simulation for Upper Limb Muscle Activities. 134-138 - Rosemarie V. Pellegrino

, Janno Rhey C. Don, Adrian B. Lopez, Angelo John F. Tenorio:
PIR Sensor Activated Camera for Home Security System Using ATMega328p. 139-143 - Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim:

Sensor Management for Localisation of an Evasive Target: The Benefits of Game Theory. 144-148 - R. J. E. Jizmundo, R. J. F. Maltezo, F. J. G. Villanueva, Michael C. Pacis

:
A Long-Term Wind Power Prediction using Support Vector Regression and Ensemble Boosted Tree Algorithm (SVR-EBTA). 149-152 - Atish Bagchi

, Sivachandran Chandrasekaran:
A Lightweight Hybrid Framework for Real-Time Detection of Process Related Anomalies in Industrial Time Series Data Generated by Online Industrial IoT Sensors. 153-160 - John Rigel Diaz, Kezter John Fajutagana, Marc Joshua Dalena, Argie Flores, Mary Ann E. Latina:

Design of Picoammeter Device Interface Boards for the CTS-5010 Automatic Test Equipment. 161-166 - Maryline Chetto, Rola El Osta

:
Main Results on Earliest Deadline First Scheduling for Energy Neutral Sensors. 167-171 - Jay Al Gallenero, Jocelyn Flores Villaverde:

Identification of Durian Leaf Disease Using Convolutional Neural Network. 172-177 - Vivek Sharma, Ashish Kumar Tripathi, Himanshu Mittal:

CLDA-Net: A Novel Citrus Leaf Disease Attention Network for Early Identification of Leaf Diseases. 178-182 - Ravipat Lapcharoensuk, Noppadon Phannote, Dimae Kasetyangyunsapa:

Performance Comparison of Machine Learning Algorithms for Identification of Physiological Maturity of Pineapple using Optical Property. 183-186 - Rosemarie V. Pellegrino

, Jethro Hoyt T. Lacuesta, Carl Ferione L. Dela Cuesta:
The Effect of Using Augmented Image in the Identification of Human Nail Abnormality using Yolo3. 187-192 - Christine Dewi, Abbott Po Shun Chen

, Henoch Juli Christanto
:
YOLOv7 for Face Mask Identification Based on Deep Learning. 193-197 - Rosemarie V. Pellegrino

, Aubrey C. Tarrobago, Dave Lester B. Zulueta:
Development of Anemia Cells Recognition System Using Raspberry Pi. 198-203 - Andrew Golpeo Bitancor, Alexander T. Montero, Deiscart D'Mitrio C. Maceda

, Jan Miguel G. Rejano, Bon Jeremy R. Estrada, King Edward A. Sabacajan, Paul C. Valderama, Catherine S. Salvador:
Distribution Line Inspection Using a Microcontroller Based Quad-Copter Drone with an Integrated Non-contact Voltage Detector and Infrared Thermal Temperature Sensor for Thermal Imaging. 204-208 - Nionel C. Ibarra, Matthew P. Rivera, Cyrel Ontimare Manlises:

Detection of Panama Disease on Banana Leaves Using the YOLOv4 Algorithm. 209-214 - T. Kishore Kumar, I. Naga Himanshu:

Artificial Intelligence Based Real-Time Skin Cancer Detection. 215-219 - Analyn N. Yumang

, Christian Joseph N. Samilin, John Christian P. Sinlao:
Detection of Anthracnose on Mango Tree Leaf Using Convolutional Neural Network. 220-224 - Anupam Agrawal, Asadi Srinivasulu

:
Deep Learning for Detection and Prediction of Covid-19 Virus on CT-Scan Image Dataset. 225-230 - Sophia Gabrielle S. Jardeleza, Jonirille C. Jose, Jocelyn Flores Villaverde, Mary Ann E. Latina:

Detection of Common Types of Eczema Using Gray Level Co-occurrence Matrix and Support Vector Machine. 231-236 - Ajay Prem, Anirudh Joshi, Haritha Madana, Jaywanth J, Arti Arya

:
Attention Based Evolutionary Approach for Image Classification. 237-243 - Ghazanfar Latif

, Nazeeruddin Mohammad, Jaafar M. Alghazo
:
Plant Seedling Classification Using Preprocessed Deep CNN. 244-248 - Jeanne Katherine Medina, Pete Jasper P. Tribiana, Jocelyn Flores Villaverde:

Disease Classification of Oranda Goldfish Using YOLO Object Detection Algorithm. 249-254 - Zhiyu Gao

, Jian Fu, Junyi Lu, Xianliang Gao:
A GPU-Accelerated 3D Visual Simulation Platform of X-Ray Digital Imaging Based on Unity. 255-259 - Charmaine C. Paglinawan

, Marielle Hannah Caliolio, Joshua Frias:
Medicine Classification Using YOLOv4 and Tesseract OCR. 260-263 - Haytham A. Ali, Hiroyuki Kudo:

Level-Set Method for Limited-Data Reconstruction in CT using Dictionary-Based Compressed Sensing. 264-268 - Nionel C. Ibarra, Matthew P. Rivera, Cyrel Ontimare Manlises:

Determination of Leaf Degradation Percentage for Banana leaves with Panama Disease Using Image Segmentation of Color Spaces and OpenCV. 269-275 - Umme Fawzia Rahim, Tomoyoshi Utsumi, Yohei Iwaki, Hiroshi Mineno

:
Automated Grapevine Inflorescence Counting in a Vineyard Using Deep Learning and Multi-object Tracking. 276-280 - Analyn N. Yumang

, Jonathan M. Baguisi, Baird Rouan S. Buenaventura, Charmaine C. Paglinawan
:
Detection of Black Sigatoka Disease on Banana Leaves Using ShuffleNet V2 CNN Architecture in Comparison to SVM and KNN Techniques. 281-286 - Ratchanon Piemjaiswang

, Sakarin Khaisri, Teerawat Sema, Benjapon Chalermsinsuwan, Prathana Nimmanterdwong:
Performance of Data Segmentation ANN Model for Elemental Sulfur Solubility Prediction in Natural Gas Transportation Pipeline. 287-291 - Ermanno Cardelli, Antonino Laudani

, Francesco Riganti Fulginei:
Magnetic Hysteresis Simulation by Using a Deep Neural Network for Non-sinusoidal Excitations. 292-295 - Adithya MS, Mohsin Ahmed, Mihir Madhusudan Kestur, A Sai Chaithanya, Bhaskarjyothi Das

:
A Dataset and Multi-task Multi-view Approach for Question-Answering with the Dual Perspectives of Text and Knowledge. 296-301 - Faten Alzazah, Xiaochun Cheng, Xiaohong W. Gao

:
Predict Market Fluctuations Based on the TSI and the Sentiment of Financial Video News Sites via Machine Learning. 302-308 - Richard de la Cruz, Simon Guevarra, Jocelyn Flores Villaverde:

Leaf Classification of Costus Plant Species Using Convolutional Neural Network. 309-313 - Harsha Vijayakumar, A. Seetharaman, Koilakuntla Maddulety:

Impact of AIServiceOps on Organizational Resilience. 314-319 - Mary Ann E. Latina, Joseph Bryan G. Ibarra, Kean Nicole M. Sta. Ana, Allan Adrian C. Tinio, Mark Jay G. Berboso:

Gender Classification for a Day-Old Gallus Gallus Domesticus Using Image Processing. 320-325 - Tomoko Kaneko:

Decision Intelligence into Synchronization. 326-332 - Rhys B. Sanchez, Jose Angelo C. Esteves, Noel B. Linsangan

:
Determination of Sugar Apple Ripeness via Image Processing Using Convolutional Neural Network. 333-337 - Shervin Zakeri

, Dimitri Konstantas, Reidar Brumer Bratvold:
The Rate-Weight Connected Vectors Processor (RWCVP): A Method for Dealing with Uncertainty in MCDM Problems. 338-342 - April D. Logronio, Rona Christine Reyes, Noel B. Linsangan

:
Age Range Classification Through Facial Recognition Using Keras Model. 343-349 - Ivan Kuric, Vladimír Stenchlák, Ivan Zajacko, Martin Bohusík, Dorota Wiecek

:
Advanced Analysis of Electro-Oculographic Signal using Deep Neural Networks for Safety Purposes in Automation and Production Systems. 350-355 - D. S. V. Bandara, He Chongzaijiao, Jumpei Arata:

Motion Intention Estimation of Finger Motions with Spatial Variations of HD EMG Signals. 356-360 - Amiel Nico G. Loceo, Robert Brandan Lim, Rosemarie V. Pellegrino

:
Monitoring of Breathing Effort and Oxygen Levels for Identification of Sleep Apnea. 361-366 - John Irungu

, Timothy Oladunni
, Max Denis, Esther Ososanya, Ruth Muriithi:
A CNN Transfer Learning -Electrocardiogram (ECG) Signal Approach to Predict COVID-19. 367-371 - Edwin Vincen, Wan Khairunizam, Choong Wen Yean, Wan Azani Mustafa

:
Time Domain Analysis for Emotional EEG Signals of Stroke Patient and Normal Subject. 372-375 - Usman Haider, Muhammad Hanif, Hill Hiroki Kobayashi, Laxmi Kumar Parajuli, Daisuké Shimotoku, Ahmar Rashid, Sonia Safeer:

Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning. 376-380 - Chetan Nandre, Edwin Yazbec, Prathamesh Urunkar, Sourish Motey, Paniz Hazaveh, Nathir A. Rawashdeh:

Robot Vision-based Waste Recycling Sorting with PLC as Centralized Controller. 381-384 - Charmaine C. Paglinawan

, Gaille Anne R. Bordonada, Aldous Vernon D. Roseus:
Infrared Temperature Detection Using MLX90614 Sensor for Wearable Applications. 385-388 - Arystan Amangeldi

, Assem Dospanova, Sanzhar Kusdavletov
:
Multi-Goal Point Stabilization Control for Differential Drive Mobile Robot with Odometry. 389-393 - Cyrel Ontimare Manlises, Joan B. Santos, Patricia A. Adviento, Dionis A. Padilla:

Expiry Date Character Recognition on Canned Goods Using Convolutional Neural Network VGG16 Architecture. 394-399 - Josip Balen, Davor Damjanovic

, Petar Maric, Kresimir Vdovjak, Matej Arlovic, Goran Martinovic:
FireBot - An Autonomous Surveillance Robot for Fire Prevention, Early Detection and Extinguishing. 400-405 - Rhys B. Sanchez, Jose Angelo C. Esteves, Noel B. Linsangan

:
Effects of ESRGAN in Sugar Apple Ripeness Detection. 406-410 - Abhishek Salunke

, Chinmay Patil, Ram Mude, Radhika D. Joshi
:
Simultaneous Localization and Mapping (SLAM) in Swarm Robots for Map-Merging and Uniform Map Generation Using ROS. 411-415 - Nadine Schweiger

, Christian Wolff
:
Interaction Concepts for an Adaptable Dementia Therapy Robot. 416-420 - Kaimeng Wang

, Yongxiang Fan, Ichiro Sakuma:
Robot Grasp Planning from Human Demonstration. 421-426 - Enrico di Maria, Shinsuke Yasukawa:

Data-Driven FEM Modeling of Elastic Cables for Robotic Manipulation Tasks. 427-430 - Thomas Sievers

, Magnus Bender
, Ralf Möller:
Connecting AI Technologies as Online Services to a Humanoid Service Robot. 431-435 - James D. Cruz, Gian Cris B. Domingo, Ramon G. Garcia:

Automated Service Robot for Catering Businesses Using Arduino Mega 2560. 436-441 - Noureldeen M. Zaki, Mohamed S. Kamel, Mohamed Amr Elsheshtawy, Reda ElHakim, Walid A. Omran:

Development, Implementation and Control of Active Compliance on Servo Motors in Robotics Applications. 442-446 - Martin Pollák, Dominik Sabol, Marek Kocisko, Jozef Svetlik, Juraj Kovác:

Design of PLC Control System by Micro-Automation Equipment. 447-451 - Harish Doll, Kyle Miguel M. Ignacio, Michael C. Pacis

:
Implementation of FLC-Based Adaptive Droop Control in a DC Microgrid with Generation Uncertainties. 452-456 - Mohammed A. Ba Humaish, Tarek K. Refaat, Hassanein H. Amer, Hassan M. F. El-Menier, Ramez M. Daoud, Nora A. Ali:

Greenhouse Networked Control System Design Methodology to Minimize Cost & Downtime. 457-462 - Russell James P. Barte, Trexil O. Querimit, Jocelyn Flores Villaverde:

Automatic Temperature and Humidity Control System for Tarantula Terrarium Using Fuzzy Logic Algorithm. 463-468 - Daniele Ravasio

, Lorenzo Tuissi
, Stefano Spinelli
, Andrea Ballarino:
A Compressed Air Network Energy-Efficient Hierarchical Unit Commitment and Control. 469-473 - Roxana-Maria Motorga, Vlad Muresan, Mihail Abrudean, Iulia Clitan, Valentin Sita

, Mihaela-Ligia Unguresan, Laurentiu Chifor:
Variable Sampling Time Intelligent Control System For Driving the Hearth of an Industrial Furnace. 474-479 - Analyn N. Yumang

, Lemuel Aldwin P. Garcia, Gerome A. Mandapat:
IoT-based Monitoring of Temperature and Humidity with Fuzzy Control in Cherry Tomato Greenhouses. 480-485 - G. Lloyds Raja

:
Robust I-PD Controller Design with Case Studies on Boiler Steam Drum and Bioreactor. 486-491 - Devendra Dahiphale, Vijay Dahiphale:

Distributed Scheduling of Home Appliances to Flatten Peak Demand in Microgrids and Enhancements. 492-497 - Raymart A. Naces, Carol Joy M. Tejada, Conrado F. Ostia

:
Application of Earthworm Algorithm in Battery Size Optimization and Load Schedule of PV-BESS for Residential Houses. 498-502 - Charan Valaboju, Manikanth Amuda, Sri Charan NCh, Sushvan Reddy Gopireddy, Paniz K. Hazaveh, Nathir A. Rawashdeh:

A Supervisory Control System for a Mechatronics Assembly Station. 503-507 - Patricia Angelica R. Montalban, Nyxzel S. Pizarra, Glenn V. Magwili:

Harvesting Renewable Energy from Foot Pedal Using Rotational Electromagnetic Induction Flywheel. 508-512 - Mary Ann E. Latina, Leonardo D. Valiente, Glendel A. Carmen, Maria Isabel Y. Lim, Kimberly O. Chua:

Design of Picoammeter for Test and Measurement. 513-518 - Lorenzo Tuissi

, Daniele Ravasio
, Stefano Spinelli
, Andrea Ballarino:
Neural Network Modeling of the Refining Motor Load for Medium-Density Fibreboard Production. 519-523 - Nonzol R. A, Tuliao Y. P, Michael C. Pacis

:
An Optimal Distribution Load Scheduling Considering the Loss Of Energy Expectation (LOEE) and Loss Of Load Expectation (LOLE). 524-527 - Bryan Gilliam, Quinn Sahai, Balasubramaniyan Chandrasekaran:

Path Planning and Mapping of an Autonomous Agricultural Robot Using Robot Operating System (ROS) and Gazebo. 528-533 - Wenxing Hong, Mingtao Chen, Peng Gao, Duanqin Hong:

Medium- and Long-Term Orbit Prediction of Satellite Based on LSTNet. 534-540 - Bhanu Pratap Chaudhary, Ritesh Kumar Mishra:

Performance Analysis of SWIPT Cooperative-NOMA Over Rayleigh Fading Channel. 541-545 - Ghazia Qaiser, Siva Chandrasekaran, Rifai Chai, Jinchuan Zheng:

Classifying DDoS Attack in Industrial Internet of Services Using Machine Learning. 546-550 - Babatunde Ojetunde, Takuya Kurihara, Kazuto Yano, Toshikazu Sakano, Hiroyuki Yokoyama:

A Selection Technique for Effective Utilization of Post-Quantum Cryptography in 5G Application and Beyond. 551-558 - Md Delwar Hossain

, Hideya Ochiai, Latifur Khan, Youki Kadobayashi:
Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. 559-564 - Rahul Saxena, Mahipal Jadeja, Pranshu Vyas:

An Efficient Influence Maximization Technique Based on Betweenness Centrality Measure and Clustering Coefficient (Bet-Clus). 565-569 - Yusuke Nozaki, Shu Takemoto, Yoshiya Ikezaki, Masaya Yoshikawa:

Deep Learning Based Side-Channel Analysis for Lightweight Cipher PRESENT. 570-574 - Praveen Kumar, Tanweer Ali, M. M. Manohara Pai:

Two-Port UWB MIMO Antenna Based on the Neutralization Line Approach for Automotive Applications. 575-579 - Ram Pravesh, Bikash Chandra Sahana

:
Elevation Estimation in 3D Radar by an Ensemble Regression Model for Surveillance Applications. 580-584

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