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International Conference on Machine Learning and Applications

ICMLA

C

CORE rank

CORE rank (raw)

C

Fields of research

Machine Learning

Papers indexed

4,222

2002–2025

Papers per year

2002331 peak2025

ICMLA papers

4,222 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2023Will Poppy Fall? Predicting Robot Falls in Advance Based on Visual Input.Borui He, Garrett E. Katz
2023Benchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis.Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023Vision Transformer-based Classification for Lung and Colon Cancer using Histopathology Images.Munjur Hasan, Md Saifur Rahman, Sabrina Islam, Tanvir Ahmed, Nafiz Rifat, Mostofa Ahsan, Rahul Gomes, Md Minhaz Chowdhury
2023Multi-Factor Edge-Weighting with Reinforcement Learning for Load Balancing of Electric Vehicle Charging Stations.Lucas Hartman, Santiago Gomez-Rosero, Patrick Adjei, Miriam A. M. Capretz
2023Data Reduction to Improve the Performance of One-Class Classifiers on Highly Imbalanced Big Data.John T. Hancock, Taghi M. Khoshgoftaar
2023Temporal-Based Action Graph with Sequential Pattern Mining for ChuRN Detection: a Playtika Case Study.Dan Halbersberg, Roni Yasinnik, Matan Halevi, Moshe Salhov
2023Optimal Asynchronous Federated Learning for the Internet of Battlefield Things (IoBT).Desta Haileselassie Hagos, Earl Tankard, Manish Bhurtel, Danda B. Rawat
2023From Sky to Strategy: Construction Activity Index and Stage Estimation From Drone-Captured Imagery.Advait Gupta, Manan Padsala, Aastha Shayla, Tanmay Bisen, Susham Biswas, Abhemanyu Sarin
2023An Investigation of Large Language Models for Real-World Hate Speech Detection.Keyan Guo, Alexander Hu, Jaden Mu, Ziheng Shi, Ziming Zhao, Nishant Vishwamitra, Hongxin Hu
2023Uncertainty Quantification for Deep Learning Models Predicting the Regulatory Activity of DNA Sequences.Hseyin Anil Gndz, Sheetal Giri, Martin Binder, Bernd Bischl, Mina Rezaei
2023Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning.Arthur C. Gorgnio, Anne M. P. Canuto, Arthur Medeiros, Karliane M. O. Vale, Flavius L. Gorgnio
2023Efficient Prequential AUC-PR Computation.David L. Pereira Gomes, Andr Grgio, Marco Antonio Zanata Alves, Paulo R. Lisboa de Almeida
2023Robust and Transferable Graph Neural Networks for Medical Images.Saba Heidari Gheshlaghi, Nasim Yahyasoltani
2023Implementing Recycling Methods for Linear Systems in Python with an Application to Multiple Objective Optimization.Ainara Garcia, Sihong Xie, Arielle Carr
2023Event-driven Sentiment Drift Analysis in Text Streams: An Application in a Soccer Match.Cristiano Mesquita Garcia, Alceu de Souza Britto Jr., Jean Paul Barddal
2023Modeling Regularity and Predictability in Human Behavior from Multidimensional Sensing Signals and Personal Characteristics.Jingyi Gao, Runze Yan, Afsaneh Doryab
2023AssistTaxi: A Comprehensive Dataset for Taxiway Analysis and Autonomous Operations.Parth Ganeriwala, Siddhartha Bhattacharyya, Sean Gunther, Brian Kish, Mohammed Abdul Hafeez Khan, Ankur Dhadoti, Natasha A. Neogi
2023EnCoDe: Enhancing Compressed Deep Learning Models Through Feature - - - Distillation and Informative Sample Selection.Rebati Raman Gaire, Sepehr Tabrizchi, Arman Roohi
2023Detecting Dialogue Hallucination Using Graph Neural Networks.Kazuaki Furumai, Yanan Wang, Makoto Shinohara, Kazushi Ikeda, Yi Yu, Tsuneo Kato
2023Dormant Neural Trojans.Feisi Fu, Panagiota Kiourti, Wenchao Li
2023A Remote Sensing Framework for Automated Monitoring of Roadside Water Quality.Alexander Flores, Anais Barja, Xianming Shi, Xinghui Zhao
2023Object Detection in Pineapple Fields Drone Imagery Using Few Shot Learning and the Segment Anything Model.Fabian Fallas-Moya, Sal Caldern Ramrez, Amir Sadovnik, Hairong Qi
2023Medical Asset Management: Deep Learning Based Asset Usage Prediction in a Hospital Setting Using Real Data.Mona Esmaeili, Zeinab Akhavan, Hamid Nasiri, Yonatan Melese Worku, Sisay Tadesse Arzo, Andreas Stavropoulos, Michael Devetsikiotis, Payman Zarkesh-Ha
2023Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics.Grant Ellison, Milla Penelope Markovic, Delaram Yazdansepas
2023SAttisUNet: UNet-like Swin Transformer with Attentive Skip Connections for Enhanced Medical Image Segmentation.Maryam Tavakol Elahi, WonSook Lee, Philippe Phan
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