ICMLT

Publications

2023

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. ICMLT (2023)
Fran Huzjan, Filip Juric, Milan Vujanovic, Sven Loncaric
Deep Learning-Based Cone Angle Estimation Using Spray Sequence Images. ICMLT (2023)
Tugçe Çelik
The Role of Artificial Intelligence for The Architectural Plan Design: Automation in Decision-making. ICMLT (2023)
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. ICMLT (2023)
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. ICMLT (2023)
Zafar Hussain, Jukka K. Nurminen, Perttu Ranta-aho
Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. ICMLT (2023)
Filippo Neri
Explainability and Interpretability in Agent based Modelling to Approximate Market Indexes. ICMLT (2023)
Yilin Niu
The Impact of Social Media Text Tone on Stock Prices: Evidence from SeekingAlpha.Com. ICMLT (2023)
Miftahul Qorib, Rahel S. Gizaw, Junwhan Kim
Impact of Sentiment Analysis for the 2020 U.S. Presidential Election on Social Media Data. ICMLT (2023)
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. ICMLT (2023)
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. ICMLT (2023)
Abdoulaye Barry, Junwhan Kim, Byunggu Yu, Sabine O'Hara
A Noise Suppression of LSTM algorithm combined with Kalman filter for Agriculture Automation. ICMLT (2023)
Maolin Wei
Few-shot 3D Point Cloud Semantic Segmentation with Prototype Alignment. ICMLT (2023)
Leo Pouy, Fouad Khenfri, Patrick Leserf, Chokri Mraidha, Chérif Larouci
Open-NAS: A customizable search space for Neural Architecture Search. ICMLT (2023)
Amine Mohamed Belhakimi, Guillaume Chiron, Florian Arrestier, Ahmad Montaser Awal
Are Attention blocks better than BiLSTM for text recognition? ICMLT (2023)
Aimal Khan, Tobias König, Florian Liebgott, Thomas Greiner
Self-Monitoring of External Magnetic Interference in Magnetostrictive Position Sensors Using Machine Learning. ICMLT (2023)
Mark Anthony Camilleri, Ciro Troise
Chatbot recommender systems in tourism: A systematic review and a benefit-cost analysis. ICMLT (2023)
Tomas Souper, Ana C. Morgado, Ana Marques, Inês Silva, Luís Rosado
Improving Color Mixture Predictions in Ceramics using Data-centric Deep Learning. ICMLT (2023)
Emanuele Lattanzi, Lorenzo Calisti
Energy-aware Tiny Machine Learning for Sensor-based Hand-washing Recognition. ICMLT (2023)
Md. Moshiur Rahman, Naushin Nower
Attention based Deep Hybrid Networks for Traffic Flow Prediction using Google Maps Data. ICMLT (2023)
Roland Rauter, Martin Nocker, Florian Merkle, Pascal Schöttle
On the Effect of Adversarial Training Against Invariance-based Adversarial Examples. ICMLT (2023)
Le Toan Duong, Louise Travé-Massuyès, Audine Subias, Christophe Merle
Remaining cycle time prediction with Graph Neural Networks for Predictive Process Monitoring. ICMLT (2023)
Ozan Kiliç, Berrenur Saylam, Özlem Durmaz Incel
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. ICMLT (2023)
Martin Nocker, David Drexel, Michael Rader, Alessio Montuoro, Pascal Schöttle
HE-MAN - Homomorphically Encrypted MAchine learning with oNnx models. ICMLT (2023)
Min-Sung Koh
An End-to-End Trainable Power Line Communication System. ICMLT (2023)
Ingo Schmitt
QLDT+: Efficient Construction of a Quantum Logic Decision Tree. ICMLT (2023)
Jean-Sébastien Dessureault, Daniel Massicotte
AI2: a novel explainable machine learning framework using an NLP interface. ICMLT (2023)
Ilija Domislovic, Donik Vrsnak, Marko Subasic, Sven Loncaric
Filters & Lumination: Creating multi-illuminant images for computational color constancy. ICMLT (2023)
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. ICMLT (2023)
Md. Tawhid Anwar, Md. Farhadul Islam, Md. Golam Rabiul Alam
Forecasting Meteorological Solar Irradiation Using Machine Learning and N-BEATS Architecture. ICMLT (2023)
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. ICMLT (2023)
Nalinda Prasad Somasiri, Shammika Wickramasinghe, Swathi Ganesan
Deep Learning Model Regression Based Object Detection for Adaptive Driving Beam Headlights. ICMLT (2023)
Joel Barbosa, Ricardo Graça, Gonçalo Santos, Maria João M. Vasconcelos
Automatic analogue gauge reading using smartphones for industrial scenarios. ICMLT (2023)
Zhixuan Zhang, Jun Wu, Jipeng Gan, Ze Chen, Jin Shen
Support Vector Machine Process Against Probabilistic Byzantine Attack for Cooperative Spectrum Sensing in CRNs. ICMLT (2023)
Proceedings of the 8th International Conference on Machine Learning Technologies, ICMLT 2023, Stockholm, Sweden, March 10-12, 2023 ICMLT (2023)
Lars Holmberg
"When Can I Trust It?" Contextualising Explainability Methods for Classifiers. ICMLT (2023)
Thunchanok Phutthaphaiboon, Peerapon Siripongwutikorn, Priyakorn Pusawiro
Forecasting Arctic Sea Ice Concentration using Long Short-term Memory Networks. ICMLT (2023)
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. ICMLT (2023)
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. ICMLT (2023)
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. ICMLT (2023)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability. ICMLT (2023)
Ana C. Morgado, Tomas Souper, Ana Marques, Inês Silva, Luís Rosado
Reinforcement Learning to Improve Color Adjustments in the Ceramic Industry. ICMLT (2023)
Lucia Varesko, Goran Oreski
Performance comparison of novel object detection models on traffic data. ICMLT (2023)

2022