DaWaK

Publications

2024

Michael Mayr, Georgios C. Chasparis, Josef Küng
Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry. DaWaK (2024)
Kassem Sabeh, Mouna Kacimi, Johann Gamper
QPAVE: A Multi-task Question Answering Approach for Fine-Grained Product Attribute Value Extraction. DaWaK (2024)
Emetis Niazmand, Maria-Esther Vidal
Discovering Relationships Among Properties in Wikidata Knowledge Graph. DaWaK (2024)
Laura Erhan, Lucia Cavallaro, Mattia Andrea Antinori, Antonio Liotta
Evaluation of High Sparsity Strategies for Efficient Binary Classification. DaWaK (2024)
Baoming Chang, Amin Kamali, Verena Kantere
A Novel Technique for Query Plan Representation Based on Graph Neural Nets. DaWaK (2024)
Jose Alejandro Libreros, Muhammad Hamza Shafiq, Edwin Gamboa, Martin Cleven, Matthias Hirth
Visual Transformers Meet Convolutional Neural Networks: Providing Context for Convolution Layers in Semantic Segmentation of Remote Sensing Photovoltaic Imaging. DaWaK (2024)
Shun Kawakami, Savong Bou, Toshiyuki Amagasa
LSiX: A Scheme for Efficient Multiple Continuous Window Aggregation Over Streams. DaWaK (2024)
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
Towards Regional Explanations with Validity Domains for Local Explanations. DaWaK (2024)
Takuya Mizokami, Savong Bou, Toshiyuki Amagasa
Subtree Similarity Search Based on Structure and Text. DaWaK (2024)
Rieke Müller, Mohamed Abdelaal, Davor Stjelja
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. DaWaK (2024)
Nour Elhouda Kired, Franck Ravat, Jiefu Song, Olivier Teste
Embedding-Based Data Matching for Disparate Data Sources. DaWaK (2024)
Sabrina Luftensteiner, Patrick Praher, Nicole Schwarz
NADA: NMF-Based Anomaly Detection in Adjacency-Matrices for Industrial Machine Log-Files. DaWaK (2024)
Taichi Nakashima, Hanxiong Chen, Kazutaka Furuse
Improving Serendipity for Collaborative Metric Learning Based on Mutual Proximity. DaWaK (2024)
Oumaima El Haddadi, Max Chevalier, Bernard Dousset, Ahmad El Allaoui, Anass El Haddadi, Olivier Teste
IDAGEmb: An Incremental Data Alignment Based on Graph Embedding. DaWaK (2024)
Payel Santra, Madhusudan Ghosh, Debasis Ganguly, Partha Basuchowdhuri, Sudip Kumar Naskar
"The Absence of Evidence is Not the Evidence of Absence": Fact Verification via Information Retrieval-Based In-Context Learning. DaWaK (2024)
Melanie Herschel, Andreas Gienger, Anja Patricia Regina Lauer, Charlotte Stein, Lior Skoury, Nico Lässig, Carsten Ellwein, Alexander Verl, Thomas Wortmann, Cristina Tarín-Sauer
Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies. DaWaK (2024)
Wan D. Bae, Shayma Alkobaisi, Siddheshwari Bankar, Sartaj Bhuvaji, Jay Singhvi, Madhuroopa Irukulla, William McDonnell
Incremental SMOTE with Control Coefficient for Classifiers in Data Starved Medical Applications. DaWaK (2024)
Chiara Balestra, Antonio Ferrara, Emmanuel Müller
FairMC Fair-Markov Chain Rank Aggregation Methods. DaWaK (2024)
Anli Ji, Chetraj Pandey, Berkay Aydin
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF. DaWaK (2024)
Tadeusz Morzy, Maciej Zakrzewicz
A Study on Database Intrusion Detection Based on Query Execution Plans. DaWaK (2024)
Ranran Bian, R. Willem Vervoort
Ada2vec: Adaptive Representation Learning for Large-Scale Dynamic Heterogeneous Networks. DaWaK (2024)
Xiaoying Wu, Senyang Wang, Xin Liu, Dimitri Theodoratos, Md Rakibul Hasan
LiteSelect: A Lightweight Adaptive Learning Algorithm for Online Index Selection. DaWaK (2024)
Phillip Wenig, Thorsten Papenbrock
Series2Graph++: Distributed Detection of Correlation Anomalies in Multivariate Time Series. DaWaK (2024)
Sigmundur Vang, Christian Thomsen, Torben Bach Pedersen
Creating and Querying Data Cubes in Python Using PyCube. DaWaK (2024)
Islam A. Monir, Gabriel Ghinita
Differentially-Private Neural Network Training with Private Features and Public Labels. DaWaK (2024)
Richard A. A. Jonker, Tiago Almeida, Sérgio Matos
Analyzing a Decade of Evolution: Trends in Natural Language Processing. DaWaK (2024)
Dimitri Van Landuyt, Marie Levrau, Vincent Reniers, Wouter Joosen
An E-Commerce Benchmark for Evaluating Performance Trade-Offs in Document Stores. DaWaK (2024)
Lihi Idan
Effective Reward Schemes for Tardiness Optimization. DaWaK (2024)
Anna-Christina Glock, Johannes Fürnkranz
Dynamic Time Warping for Phase Recognition in Tribological Sensor Data. DaWaK (2024)
Adam Charane, Matteo Ceccarello, Johann Gamper
Comparison of Measures for Characterizing the Difficulty of Time Series Classification. DaWaK (2024)
Ziwei Xu, Ryutaro Ichise
Exploring Causal Chain Identification: Comprehensive Insights from Text and Knowledge Graphs. DaWaK (2024)
Paul Wiessner, Grigor Bezirganyan, Sana Sellami, Richard Chbeir, Hans-Joachim Bungartz
Anomaly Detection from Time Series Under Uncertainty. DaWaK (2024)
Mohammad Shirdel, Mario Di Mauro, Antonio Liotta
Exploring Evaluation Metrics for Binary Classification in Data Analysis: the Worthiness Benchmark Concept. DaWaK (2024)
John Bosco Mugeni, Steven J. Lynden, Toshiyuki Amagasa, Akiyoshi Matono
MultiMatch: Low-Resource Generalized Entity Matching Using Task-Conditioned Hyperadapters in Multitask Learning. DaWaK (2024)
Manh Khoi Duong, Stefan Conrad
Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques. DaWaK (2024)
Valerio Antonini, Michael Scriney, Alessandra Mileo, Mark Roantree
Using a Spatial Grid Model to Interpret Players Movement in Field Sports. DaWaK (2024)

volume 14912, 2024

Big Data Analytics and Knowledge Discovery - 26th International Conference, DaWaK 2024, Naples, Italy, August 26-28, 2024, Proceedings DaWaK 14912 (2024)

2023

volume 14148, 2023

Big Data Analytics and Knowledge Discovery - 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings DaWaK 14148 (2023)