PKDD/ECML Workshops (2)

Publications

volume 1753, 2023

Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II PKDD/ECML Workshops (2) 1753 (2023)

2022

Katarzyna Wasielewska, Dominik Soukup, Tomás Cejka, José Camacho
Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA. PKDD/ECML Workshops (2) (2022)
Narjes Davari, Bruno Veloso, Rita P. Ribeiro, João Gama
Fault Forecasting Using Data-Driven Modeling: A Case Study for Metro do Porto Data Set. PKDD/ECML Workshops (2) (2022)
Argimiro Arratia
What to Do with Your Sentiments in Finance. PKDD/ECML Workshops (2) (2022)
Rohan Banerjee, Avik Ghose
A Light-Weight Deep Residual Network for Classification of Abnormal Heart Rhythms on Tiny Devices. PKDD/ECML Workshops (2) (2022)
Emanuel Sousa Tomé, Rita P. Ribeiro, Bruno Veloso, João Gama
An Online Data-Driven Predictive Maintenance Approach for Railway Switches. PKDD/ECML Workshops (2) (2022)
Zahra Taghiyarrenani, Hamed Farsi
Domain Adaptation with Maximum Margin Criterion with Application to Network Traffic Classification. PKDD/ECML Workshops (2) (2022)
Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia
Towards Geometry-Preserving Domain Adaptation for Fault Identification. PKDD/ECML Workshops (2) (2022)
Niken Prasasti Martono, Hayato Ohwada
Financial Distress Model Prediction Using Machine Learning: A Case Study on Indonesia's Consumers Cyclical Companies. PKDD/ECML Workshops (2) (2022)
Thomas Dierckx, Jesse Davis, Wim Schoutens
Towards Data-Driven Volatility Modeling with Variational Autoencoders. PKDD/ECML Workshops (2) (2022)
Yuantao Fan, Hamid Sarmadi, Slawomir Nowaczyk
Incorporating Physics-Based Models into Data Driven Approaches for Air Leak Detection in City Buses. PKDD/ECML Workshops (2) (2022)
Franco Rugolon, Maria Bampa, Panagiotis Papapetrou
A Workflow for Generating Patient Counterfactuals in Lung Transplant Recipients. PKDD/ECML Workshops (2) (2022)
Ylenia Rotalinti, Allan Tucker, Michael Lonergan, Puja Myles, Richard Branson
Detecting Drift in Healthcare AI Models Based on Data Availability. PKDD/ECML Workshops (2) (2022)
Keyuan Jiang, Minghao Zhu, Gordon R. Bernard
Few-Shot Learning for Identification of COVID-19 Symptoms Using Generative Pre-trained Transformer Language Models. PKDD/ECML Workshops (2) (2022)
Sina Baharlouei, Meisam Razaviyayn, Elizabeth Tseng, David Tse
I-CONVEX: Fast and Accurate de Novo Transcriptome Recovery from Long Reads. PKDD/ECML Workshops (2) (2022)
Richard Palme, Pascal Welke
Frequent Generalized Subgraph Mining via Graph Edit Distances. PKDD/ECML Workshops (2) (2022)
Stefano Piersanti
Improve Default Prediction in Highly Unbalanced Context. PKDD/ECML Workshops (2) (2022)
Cynthia Ifeyinwa Ugwu, Sofia Casarin
Italian Debate on Measles Vaccination: How Twitter Data Highlight Communities and Polarity. PKDD/ECML Workshops (2) (2022)
Rita P. Ribeiro, Saulo Martiello Mastelini, Narjes Davari, Ehsan Aminian, Bruno Veloso, João Gama
Online Anomaly Explanation: A Case Study on Predictive Maintenance. PKDD/ECML Workshops (2) (2022)
Mohamed Alami Chehboune, Jérémie Decock, Rim Kaddah, Jesse Read
Conv-NILM-Net, a Causal and Multi-appliance Model for Energy Source Separation. PKDD/ECML Workshops (2) (2022)
Braulio C. Blanco Lambruschini, Mats Brorsson, Maciej Zurad
Auto-clustering of Financial Reports Based on Formatting Style and Author's Fingerprint. PKDD/ECML Workshops (2) (2022)
Amirhossein Berenji, Zahra Taghiyarrenani, Slawomir Nowaczyk
curr2vib: Modality Embedding Translation for Broken-Rotor Bar Detection. PKDD/ECML Workshops (2) (2022)
Tina Yazdizadeh, Shabnam Hassani, Paula Branco
Intrusion Detection Using Ensemble Models. PKDD/ECML Workshops (2) (2022)
Sergio Consoli, Marco Colagrossi, Francesco Panella, Luca Barbaglia
On the Development of a European Tracker of Societal Issues and Economic Activities Using Alternative Data. PKDD/ECML Workshops (2) (2022)
Paul Compagnon, Aurore Lomet, Marina Reyboz, Martial Mermillod
Domestic Hot Water Forecasting for Individual Housing with Deep Learning. PKDD/ECML Workshops (2) (2022)
Damir Zhakparov, Kathleen Moriarty, Nonhlanhla Lunjani, Marco Schmid, Carol Hlela, Michael Levin, Avumile Mankahla, SOS-ALL Consortium, Cezmi Akdis, Liam O'Mahony, Katja Baerenfaller, Damian Roqueiro
Assessing Different Feature Selection Methods Applied to a Bulk RNA Sequencing Dataset with Regard to Biomedical Relevance. PKDD/ECML Workshops (2) (2022)
Linyi Zhou, Ioanna Miliou
Predicting Drug Treatment for Hospitalized Patients with Heart Failure. PKDD/ECML Workshops (2) (2022)
Sravani Sasubilli, Mridula Verma
InFi-BERT 1.0: Transformer-Based Language Model for Indian Financial Volatility Prediction. PKDD/ECML Workshops (2) (2022)
Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic
Multi-task Learning for Features Extraction in Financial Annual Reports. PKDD/ECML Workshops (2) (2022)
Samaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat
A Systematic Approach for Tracking the Evolution of XAI as a Field of Research. PKDD/ECML Workshops (2) (2022)
Julian Tritscher, Daniel Schlör, Fabian Gwinner, Anna Krause, Andreas Hotho
Towards Explainable Occupational Fraud Detection. PKDD/ECML Workshops (2) (2022)
Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
Towards a General Model for Intrusion Detection: An Exploratory Study. PKDD/ECML Workshops (2) (2022)
Klismam Pereira, João Vinagre, Ana Nunes Alonso, Fábio Coelho, Melânia Carvalho
Privacy-Preserving Machine Learning in Life Insurance Risk Prediction. PKDD/ECML Workshops (2) (2022)

2021

volume 1525, 2021

Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II PKDD/ECML Workshops (2) 1525 (2021)