


default search action
PKDD / ECML 2025: Porto, Portugal - Part IX
- Inês Dutra

, Mykola Pechenizkiy
, Paulo Cortez
, Sepideh Pashami
, Alípio M. Jorge
, Carlos Soares
, Pedro H. Abreu
, João Gama
:
Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX. Lecture Notes in Computer Science 16021, Springer 2026, ISBN 978-3-032-06117-1
Engineering and Technology
- Sajjad Shumaly, Fahimeh Darvish

, Mahsa Salehi, Navid Mohammadi Foumani, Oleksandra Kukharenko, Hans-Jürgen Butt, Ulrich Schwanecke, Rüdiger Berger:
CNN-Transformer with Absolute Positional Encoding Optimized for Low-Dimensional Inputs: Applied to Estimate Sliding Drop Width. 3-21 - Madiraju Srilakshmi, Kartavya Kothari, Kamlesh Marathe:

Personalized Contest Recommendation in Fantasy Sports. 22-35 - Maria Ulan, Erik Johannes Husom, Jeriek Van den Abeele

:
Talk is Cheap, Energy is Not: Towards a Green, Context-Aware Metrics Framework for Automatic Speech Recognition. 36-54 - Michela Venturini, Len Feremans, Wouter De Corte, Celine Vens:

Sequential Rule Analysis of ICU Patient Vital Signals and Alarms. 55-70 - Simón Weinberger

, Jairo Cugliari, Aurélie Le Cain:
Continuous Learning of Ordinal User Preferences on Wearable Devices. 71-88 - Lei Zhang

, Markus Stricker
:
Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts. 89-103 - Yu Zuo, Yanlei Shang:

CARIS: Cache Affinity-Aware Reinforced Intelligent Strategy. 104-121
Finance, Economy, Management or Marketing
- Antoine Désir, Vincent Auriau

, Martin Mozina, Emmanuel Malherbe
:
Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling. 125-142 - Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das:

Transaction Categorization with Relational Deep Learning in QuickBooks. 143-160 - Shereen Elsayed, Ngoc Son Le, Ahmed Rashed, Lukas Hestermeyer, Radoslaw Wlodarczyk, Maximilian Stubbemann, Lars Schmidt-Thieme:

Attribute-Aware Sequential Recommendation Model for Used Car Auctions. 161-177 - Shereen Elsayed, Ngoc Son Le, Ahmed Rashed, Lars Schmidt-Thieme:

Attribute and Context-Aware Multi-Behavior Model for Unique-Item Recommendation. 178-194 - Margot Geerts

, Manon Reusens, Bart Baesens, Seppe vanden Broucke, Jochen De Weerdt
:
On the Performance of LLMs for Real Estate Appraisal. 195-211 - Hou-Wan Long, Zhoufei Tang, Jianhui Zhang, Zhuoyang Zhan, Tao Lu, Xiaoquan Michael Zhang:

InterDiff: Synthesizing Financial Time Series with Inter-Stock Correlations via Classifier-Free Guided Diffusion. 212-229 - Ricardo Ribeiro Pereira, Jacopo Bono, Hugo M. Ferreira

, Pedro Ribeiro, Carlos Soares, Pedro Bizarro:
Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection. 230-246 - Abdoulaye Sakho, Emmanuel Malherbe

, Carl-Erik Gauthier, Erwan Scornet:
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring. 247-264 - Akshay Sethi, Priyanshi Gupta, Sparsh Kansotia, Kamal Kant, Nitish Srivasatava:

Proactive Detection of Model Degradation in Financial Fraud Prediction with Delayed Labels. 265-281
Health, Biology, Bioinformatics or Chemistry
- Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev:

WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care. 285-303 - Alex Beeson, Keith Couper, Giovanni Montana:

Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study. 304-320 - Emmanuella Budu, Amira Soliman, Farzaneh Etminani, Thorsteinn S. Rögnvaldsson:

TempEHR: A Temporal Dependency-Based Approach for Synthesizing Electronic Health Records. 321-337 - Alessandro Cacciatore, Mariachiara Di Cosmo

, Emanuele Frontoni, Michele Bernardini
:
Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers. 338-355 - Eleni Giovanoudi, Dimitrios Rafailidis:

HAGAPS: Hierarchical Attentive Graph Neural Networks for Predicting Alternative Polyadenylation Site Quantification. 356-372 - Fudong Lin, Wanrou Du, Jinchan Liu, Tarikul I. Milon, Shelby Meche, Wu Xu, Xiaoqi Qin, Xu Yuan:

Do Protein Transformers Have Biological Intelligence? 373-390 - Paul Minchella, Loïc Verlingue, Stéphane Chrétien, Rémi Vaucher, Guillaume Metzler:

SigBERT: Combining Narrative Medical Reports and Rough Path Signature Theory for Survival Prediction in Oncology. 391-407 - Georgios Botsoglou

, Marios Lysitsas
, Dimitris Dimitriadis
, Constantina N. Tsokana
, George Valiakos
, Grigorios Tsoumakas
:
TIDS: A Thermal Imaging Dataset for Subclinical Mastitis in Dairy Sheep. 408-425 - Gabriel A. Pinheiro, Marcos G. Quiles, Juarez L. F. Da Silva, Xiaoli Z. Fern:

Mitigating Data Scarcity in Polymer Property Prediction via Multi-task Auxiliary Learning. 426-442 - Dimitrios Tsikos

, Irene Chatzipanagiotidou
, Dimitris Dimitriadis
, Constantina N. Tsokana
, George Valiakos
, Labrini V. Athanasiou, Grigorios Tsoumakas
:
Enhancing Detection of Leishmania spp. Amastigotes in Canine Lymph Node Smear Images: Evaluating the Effectiveness of Synthetic Data in Augmenting Existing Datasets. 443-458 - Jelica Vasiljevic, Ines Berenguer Veiga, Kerstin Hahn, Petra Schwalie, Alberto Valdeolivas:

ActiveVisium: Leveraging Active Learning to Enhance Manual Pathologist Annotation in 10x Visium Spatial Transcriptomics Experiments. 459-475 - Hieu Vu, Alberto M. Segre, Bijaya Adhikari:

TempoBiGen: A Curated Generative Model for Healthcare Mobility Logs with Visit Duration. 476-492
Industry (4.0, 5.0, Manufacturing, ...)
- Jonas Fischer

, Luca Fehler, Kevin Treiber, Viktor Scherer:
Near-Infrared Spectroscopy and Image Classification of Refuse Derived Fuels to Increase Cement Production Quality. 495-510 - Sebastian Hönel

, Jonas Nordqvist
:
From Lab to Factory: Pitfalls and Guidelines for Self-/Unsupervised Defect Detection on Low-Quality Industrial Images. 511-527

manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.


Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCID














