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ORCIDICMLT 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 Müller, 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 Nizeyimana:
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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