Abstract is missing.
- Multi-task Learning for Features Extraction in Financial Annual ReportsSyrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic. 7-24 [doi]
- What to Do with Your Sentiments in FinanceArgimiro Arratia. 25-37 [doi]
- On the Development of a European Tracker of Societal Issues and Economic Activities Using Alternative DataSergio Consoli, Marco Colagrossi, Francesco Panella, Luca Barbaglia. 38-43 [doi]
- Privacy-Preserving Machine Learning in Life Insurance Risk PredictionKlismam Pereira, João Vinagre, Ana Nunes Alonso, Fábio Coelho, Melânia Carvalho. 44-52 [doi]
- Financial Distress Model Prediction Using Machine Learning: A Case Study on Indonesia's Consumers Cyclical CompaniesNiken Prasasti Martono, Hayato Ohwada. 53-61 [doi]
- Improve Default Prediction in Highly Unbalanced ContextStefano Piersanti. 62-78 [doi]
- Towards Explainable Occupational Fraud DetectionJulian Tritscher, Daniel Schlör, Fabian Gwinner, Anna Krause, Andreas Hotho. 79-96 [doi]
- Towards Data-Driven Volatility Modeling with Variational AutoencodersThomas Dierckx, Jesse Davis, Wim Schoutens. 97-111 [doi]
- Auto-clustering of Financial Reports Based on Formatting Style and Author's FingerprintBraulio C. Blanco Lambruschini, Mats Brorsson, Maciej Zurad. 112-127 [doi]
- InFi-BERT 1.0: Transformer-Based Language Model for Indian Financial Volatility PredictionSravani Sasubilli, Mridula Verma. 128-138 [doi]
- Intrusion Detection Using Ensemble ModelsTina Yazdizadeh, Shabnam Hassani, Paula Branco. 143-158 [doi]
- Domain Adaptation with Maximum Margin Criterion with Application to Network Traffic ClassificationZahra Taghiyarrenani, Hamed Farsi. 159-169 [doi]
- Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDAKatarzyna Wasielewska, Dominik Soukup, Tomás Cejka, José Camacho 0001. 170-185 [doi]
- Towards a General Model for Intrusion Detection: An Exploratory StudyTommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli. 186-201 [doi]
- Conv-NILM-Net, a Causal and Multi-appliance Model for Energy Source SeparationMohamed Alami Chehboune, Jérémie Decock, Rim Kaddah, Jesse Read. 207-222 [doi]
- Domestic Hot Water Forecasting for Individual Housing with Deep LearningPaul Compagnon, Aurore Lomet, Marina Reyboz, Martial Mermillod. 223-235 [doi]
- Detecting Drift in Healthcare AI Models Based on Data AvailabilityYlenia Rotalinti, Allan Tucker, Michael Lonergan, Puja Myles, Richard Branson. 243-258 [doi]
- Assessing Different Feature Selection Methods Applied to a Bulk RNA Sequencing Dataset with Regard to Biomedical RelevanceDamir 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. 259-274 [doi]
- Predicting Drug Treatment for Hospitalized Patients with Heart FailureLinyi Zhou, Ioanna Miliou. 275-290 [doi]
- A Workflow for Generating Patient Counterfactuals in Lung Transplant RecipientsFranco Rugolon, Maria Bampa, Panagiotis Papapetrou. 291-306 [doi]
- Few-Shot Learning for Identification of COVID-19 Symptoms Using Generative Pre-trained Transformer Language ModelsKeyuan Jiang, Minghao Zhu, Gordon R. Bernard. 307-316 [doi]
- A Light-Weight Deep Residual Network for Classification of Abnormal Heart Rhythms on Tiny DevicesRohan Banerjee, Avik Ghose. 317-331 [doi]
- I-CONVEX: Fast and Accurate de Novo Transcriptome Recovery from Long ReadsSina Baharlouei, Meisam Razaviyayn, Elizabeth Tseng, David Tse. 339-363 [doi]
- Italian Debate on Measles Vaccination: How Twitter Data Highlight Communities and PolarityCynthia Ifeyinwa Ugwu, Sofia Casarin. 364-375 [doi]
- Online Anomaly Explanation: A Case Study on Predictive MaintenanceRita P. Ribeiro, Saulo Martiello Mastelini, Narjes Davari, Ehsan Aminian, Bruno Veloso, João Gama 0001. 383-399 [doi]
- Fault Forecasting Using Data-Driven Modeling: A Case Study for Metro do Porto Data SetNarjes Davari, Bruno Veloso, Rita P. Ribeiro, João Gama 0001. 400-409 [doi]
- An Online Data-Driven Predictive Maintenance Approach for Railway SwitchesEmanuel Sousa Tomé, Rita P. Ribeiro, Bruno Veloso, João Gama 0001. 410-422 [doi]
- curr2vib: Modality Embedding Translation for Broken-Rotor Bar DetectionAmirhossein Berenji, Zahra Taghiyarrenani, Slawomir Nowaczyk. 423-437 [doi]
- Incorporating Physics-Based Models into Data Driven Approaches for Air Leak Detection in City BusesYuantao Fan, Hamid Sarmadi, Slawomir Nowaczyk. 438-450 [doi]
- Towards Geometry-Preserving Domain Adaptation for Fault IdentificationZahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia. 451-460 [doi]
- A Systematic Approach for Tracking the Evolution of XAI as a Field of ResearchSamaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat. 461-476 [doi]
- Frequent Generalized Subgraph Mining via Graph Edit DistancesRichard Palme, Pascal Welke. 477-483 [doi]