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ICMLT 2023: Stockholm, Sweden
- Proceedings of the 8th International Conference on Machine Learning Technologies, ICMLT 2023, Stockholm, Sweden, March 10-12, 2023. ACM 2023, ISBN 978-1-4503-9832-9
Session 1 - Machine Learning Model and Algorithm
- Jean-Sébastien Dessureault
, Daniel Massicotte
:
AI2: a novel explainable machine learning framework using an NLP interface. 1-7 - Aimal Khan
, Tobias König
, Florian Liebgott
, Thomas Greiner
:
Self-Monitoring of External Magnetic Interference in Magnetostrictive Position Sensors Using Machine Learning. 8-14 - Emanuele Lattanzi
, Lorenzo Calisti
:
Energy-aware Tiny Machine Learning for Sensor-based Hand-washing Recognition. 15-22 - Akram Ali Omar
, Theofrida Julius Maginga
, Samuel Rutunda
, Frederic Nzanywayingoma
, Jimmy Nsenga
:
Developing an IoT-based Conversational AI Recommender Assistant for Vital Sign Predicted Anomalies. 23-27 - Miftahul Qorib
, Rahel S. Gizaw
, Junwhan Kim
:
Impact of Sentiment Analysis for the 2020 U.S. Presidential Election on Social Media Data. 28-34 - Martin Nocker
, David Drexel
, Michael Rader
, Alessio Montuoro
, Pascal Schöttle
:
HE-MAN - Homomorphically Encrypted MAchine learning with oNnx models. 35-45 - Md. Tawhid Anwar
, Md. Farhadul Islam
, Md. Golam Rabiul Alam
:
Forecasting Meteorological Solar Irradiation Using Machine Learning and N-BEATS Architecture. 46-53 - Roland Rauter
, Martin Nocker
, Florian Merkle
, Pascal Schöttle
:
On the Effect of Adversarial Training Against Invariance-based Adversarial Examples. 54-60
Session 2 - Data Model Design and Algorithm Analysis
- Zafar Hussain
, Jukka K. Nurminen
, Perttu Ranta-aho
:
Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. 61-67 - Ala Othman Barzinji
, Jixin Ma
, Chaoying Ma
:
SCALA: Scaling algorithm for multi-class imbalanced classification: A novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. 68-73 - Md. Moshiur Rahman
, Naushin Nower
:
Attention based Deep Hybrid Networks for Traffic Flow Prediction using Google Maps Data. 74-81 - Ingo Schmitt
:
QLDT+: Efficient Construction of a Quantum Logic Decision Tree. 82-88
Session 3 - New Generation Neural Network Theory and Computing Model
- Christian Raul Salamea Palacios
, Tarquino Sánchez-Almeida
, Xavier Calderón-Hinojosa
, Javier Guaña-Moya
, Paulo Castaneda-Romero
, Jessica Reina-Travez
:
On the use of VGGish as feature extractor for COVID-19 cough classification. 89-94 - Le Toan Duong
, Louise Travé-Massuyès
, Audine Subias
, Christophe Merle
:
Remaining cycle time prediction with Graph Neural Networks for Predictive Process Monitoring. 95-101 - Leo Pouy
, Fouad Khenfri
, Patrick Leserf
, Chokri Mraidha
, Chérif Larouci
:
Open-NAS: A customizable search space for Neural Architecture Search. 102-107 - Lars Holmberg
:
"When Can I Trust It?" Contextualising Explainability Methods for Classifiers. 108-115 - Ozan Kiliç
, Berrenur Saylam
, Özlem Durmaz Incel
:
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. 116-120
Session 4 - AI-based Intelligent Information System Design and Numerical Calculation
- Thunchanok Phutthaphaiboon
, Peerapon Siripongwutikorn
, Priyakorn Pusawiro
:
Forecasting Arctic Sea Ice Concentration using Long Short-term Memory Networks. 121-126 - Ramin Ghorbani
, Marcel J. T. Reinders
, David M. J. Tax
:
Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability. 127-132 - Tugçe Çelik
:
The Role of Artificial Intelligence for The Architectural Plan Design: Automation in Decision-making. 133-138 - Filippo Neri
:
Explainability and Interpretability in Agent based Modelling to Approximate Market Indexes. 139-143 - Julian Mueller
, Joachim Sprave
, Georg Frey
:
The Effect of Target Variable Rescaling on Energy Consumption Prediction in a Vehicle Powernet using Multi-Target Regression Trees: A study from the automotive industry. 144-150 - Mark Anthony Camilleri
, Ciro Troise
:
Chatbot recommender systems in tourism: A systematic review and a benefit-cost analysis. 151-156 - Syed Muaz Ali
, Afif Ibna Kadir Khan Turja
, Sabiha Tahseen
, Md. Humaion Kabir Mehedi
, Md Sabbir Hossain
, Annajiat Alim Rasel
:
Multi-Supervised LSTM for Bengali Text Sentiment Analysis. 157-162 - Yilin Niu
:
The Impact of Social Media Text Tone on Stock Prices: Evidence from SeekingAlpha.Com. 163-171
Session 5 - Image Model, Detection and Classification Method
- Ilija Domislovic
, Donik Vrsnak
, Marko Subasic
, Sven Loncaric
:
Filters & Lumination: Creating multi-illuminant images for computational color constancy. 172-176 - Lucia Varesko
, Goran Oreski
:
Performance comparison of novel object detection models on traffic data. 177-184 - Md. Shamsul Rayhan Chy
, Mohammad Rakibul Hasan Mahin
, Md. Farhadul Islam
, Md Sabbir Hossain
, Annajiat Alim Rasel
:
Classifying Corn Leaf Diseases using Ensemble Learning with Dropout and Stochastic Depth Based Convolutional Networks. 185-189 - Yunusa Haruna
, Shiyin Qin
, Peshraw Salam Abdulqadir
, Mesmin J. Mbyamm Kiki
, Abdulrahman Hamman Adama Chukkol
:
An approach to detecting extremely small or large objects based on an improved scale variation in YOLOv3. 190-194 - Maolin Wei
:
Few-shot 3D Point Cloud Semantic Segmentation with Prototype Alignment. 195-200 - Amine Mohamed Belhakimi
, Guillaume Chiron
, Florian Arrestier
, Ahmad Montaser Awal
:
Are Attention blocks better than BiLSTM for text recognition? 201-207
Session 6 - Deep Learning Theory and Technology in Intelligent Images
- Fran Huzjan
, Filip Juric
, Milan Vujanovic
, Sven Loncaric
:
Deep Learning-Based Cone Angle Estimation Using Spray Sequence Images. 208-213 - Shakra Mehak
, Maria Chiara Leva
, John D. Kelleher
, Michael Guilfoyle
:
Action Classification in Human Robot Interaction Cells in Manufacturing: Moving Towards Mutual Performance Monitoring Capacity. 214-220 - Tomas Souper
, Ana C. Morgado
, Ana Marques
, Inês Silva
, Luís Rosado
:
Improving Color Mixture Predictions in Ceramics using Data-centric Deep Learning. 221-229 - Abdoulaye Barry
, Junwhan Kim
, Byunggu Yu
, Sabine O'Hara
:
A Noise Suppression of LSTM algorithm combined with Kalman filter for Agriculture Automation. 230-234 - Nalinda Prasad Somasiri
, Shammika Wickramasinghe
, Swathi Ganesan
:
Deep Learning Model Regression Based Object Detection for Adaptive Driving Beam Headlights. 235-239 - Ana C. Morgado
, Tomas Souper
, Ana Marques
, Inês Silva
, Luís Rosado
:
Reinforcement Learning to Improve Color Adjustments in the Ceramic Industry. 240-248
Session 7 - Modern Intelligent Communication System and Information Security
- Marumbo Sichinga
, Jimmy Nsenga
, Eric Nzeyimana
:
Integration of Vision IoT, AI-based OCR and Blockchain Ledger for Immutable Tracking of Vehicle's Departure and Arrival Times. 249-256 - Min-Sung Koh
:
An End-to-End Trainable Power Line Communication System. 257-263 - Farzad Nourmohammadzadeh Motlagh
, Seyed Ali Alhosseini
, Feng Cheng
, Christoph Meinel
:
An Approach to Multi-Party Privacy Conflict Resolution for Co-owned Images on Content Sharing Platforms. 264-268 - Zhixuan Zhang
, Jun Wu
, Jipeng Gan
, Ze Chen
, Jin Shen
:
Support Vector Machine Process Against Probabilistic Byzantine Attack for Cooperative Spectrum Sensing in CRNs. 269-276 - Joel Barbosa
, Ricardo Graça
, Gonçalo Santos
, Maria João M. Vasconcelos
:
Automatic analogue gauge reading using smartphones for industrial scenarios. 277-284
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