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@inproceedings{DBLP:conf/ic3k/000124,
author = {Jo{\~{a}}o Gama},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Recent Advances in Learning from Data Streams},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {9},
publisher = {{SCITEPRESS}},
year = {2024},
timestamp = {Tue, 17 Dec 2024 11:38:32 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/000124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/AklMPDYG24,
author = {Hanna Abi Akl and
Dominique Mariko and
Yann{-}Alan Pilatte and
St{\'{e}}phane Durfort and
Nesrine Yahiaoui and
Anubhav Gupta},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Knowledge Graphs Can Play Together: Addressing Knowledge Graph Alignment
from Ontologies in the Biomedical Domain},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {416--423},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013015800003838},
doi = {10.5220/0013015800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/AklMPDYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/AldausariC0S24,
author = {Nada Aldausari and
Frans Coenen and
Anh Nguyen and
Eduard Shantsila},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Predicting Post Myocardial Infarction Complication: {A} Study Using
Dual-Modality and Imbalanced Flow Cytometry Data},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {81--90},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012998300003838},
doi = {10.5220/0012998300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/AldausariC0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/BenfenatiRRT24,
author = {Domenico Benfenati and
Antonio Maria Rinaldi and
Cristiano Russo and
Cristian Tommasino},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {GenCrawl: {A} Generative Multimedia Focused Crawler for Web Pages
Classification},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {91--101},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012998900003838},
doi = {10.5220/0012998900003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/BenfenatiRRT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/BermeitingerHPK24,
author = {Bernhard Bermeitinger and
Tomas Hrycej and
Massimo Pavone and
Julianus Kath and
Siegfried Handschuh},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Reducing the Transformer Architecture to a Minimum},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {234--241},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012891000003838},
doi = {10.5220/0012891000003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/BermeitingerHPK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/CampanH24,
author = {Alina Campan and
Noah Holtke},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Beyond Twitter: Exploring Alternative {API} Sources for Social Media
Analytics},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {441--447},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013035600003838},
doi = {10.5220/0013035600003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/CampanH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/CarvalhoBGDLPAD24,
author = {Mariana Carvalho and
Ana Borges and
Alexandra Gavina and
L{\'{\i}}dia Duarte and
Joana Leite and
Maria Jo{\~{a}}o Polidoro and
Sandra M. Aleixo and
S{\'{o}}nia Dias},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Enhancing Dyeing Processes with Machine Learning: Strategies for Reducing
Textile Non-Conformities},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {363--370},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012992800003838},
doi = {10.5220/0012992800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/CarvalhoBGDLPAD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Chen24,
author = {Wenjie Chen},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Core Technology Discovery Method Based on Hypernetwork},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {210--217},
publisher = {{SCITEPRESS}},
year = {2024},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Chen24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/CosmeGA24,
author = {Diogo Cosme and
Ant{\'{o}}nio Galv{\~{a}}o and
Fernando Brito e Abreu},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Systematic Literature Review on LLM-Based Information Retrieval:
The Issue of Contents Classification},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {135--146},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013062300003838},
doi = {10.5220/0013062300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/CosmeGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/DalcastagneF24,
author = {Manuel Dalcastagn{\'{e}} and
Giuseppe Di Fabbrizio},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Hyperparameter Optimization for Search Relevance in E-Commerce},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {399--407},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013010500003838},
doi = {10.5220/0013010500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/DalcastagneF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/DalyH24,
author = {Colin Daly and
Lucy Hederman},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Learning to Rank for Query Auto-Complete with Language Modelling in
Enterprise Search},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {15--26},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012888100003838},
doi = {10.5220/0012888100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/DalyH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/DondiH24,
author = {Riccardo Dondi and
Mohammad Mehdi Hosseinzadeh},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Network Learning Method for Functional Disability Prediction from
Health Data},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {358--362},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012991400003838},
doi = {10.5220/0012991400003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/DondiH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/DuarteB24,
author = {Ana Duarte and
Orlando Belo},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Machine Learning Unravels Sex-Specific Biomarkers for Atopic Dermatitis},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {27--35},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012890700003838},
doi = {10.5220/0012890700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/DuarteB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/EbieleBCB24,
author = {Malick Ebiele and
Malika Bendechache and
Eamonn Clinton and
Rob Brennan},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Personalization of Dataset Retrieval Results Using a Data Valuation
Method},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {122--134},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013044100003838},
doi = {10.5220/0013044100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/EbieleBCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/FilhoHR24,
author = {William Ferreira da Silva Filho and
Seyed Jamal Haddadi and
J{\'{u}}lio Cesar dos Reis},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {{MAEVE:} An Agnostic Dataset Generator Framework for Predicting Customer
Behavior in Digital Marketing},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {433--440},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013021900003838},
doi = {10.5220/0013021900003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/FilhoHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/GvasaliaPPP24,
author = {Sophie Gvasalia and
Mauro Pelucchi and
Simone Perego and
Rita Porcelli},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Decoding AI's Evolution Using Big Data: {A} Methodological Approach},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {424--432},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013016600003838},
doi = {10.5220/0013016600003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/GvasaliaPPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/HaO24,
author = {WingYin Ha and
Diarmuid P. O'Donoghue},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Comparing Human and Machine Generated Text for Sentiment},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {335--342},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012986100003838},
doi = {10.5220/0012986100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/HaO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/HamdouchiI24,
author = {Abderahmane Hamdouchi and
Ali Idri},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Optimizing Federated Learning for Intrusion Detection in IoT Networks},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {448--456},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013040000003838},
doi = {10.5220/0013040000003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/HamdouchiI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/HayatSH24,
author = {Faiz Hayat and
Safwan Shatnawi and
Ella Haig},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Comparative Analysis of Topic Modelling Approaches on Student Feedback},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {226--233},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012890400003838},
doi = {10.5220/0012890400003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/HayatSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Hochbaum24,
author = {Dorit S. Hochbaum},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Flow Is Best, Fast and Scalable: The Incremental Parametric Cut for
Maximum Density and Other Ratio Subgraph Problems},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {275--282},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012917300003838},
doi = {10.5220/0012917300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Hochbaum24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Hosni24,
author = {Mohamed Hosni},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Comparative Analysis of Single and Ensemble Support Vector Regression
Methods for Software Development Effort Estimation},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {509--516},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013072300003838},
doi = {10.5220/0013072300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Hosni24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/HosniMG24,
author = {Mohamed Hosni and
Ibtissam Medarhri and
Juan Manuel Carrillo de Gea},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Software Testing Effort Estimation Based on Machine Learning Techniques:
Single and Ensemble Methods},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {517--524},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013072400003838},
doi = {10.5220/0013072400003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/HosniMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/HuZ024,
author = {Junyi Hu and
You Zhou and
Jie Wang},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Intrinsic Evaluation of {RAG} Systems for Deep-Logic Questions},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {489--496},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013070300003838},
doi = {10.5220/0013070300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/HuZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/JaziB24,
author = {Mahran Jazi and
Irad Ben{-}Gal},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Federated Learning for {XSS} Detection: {A} Privacy-Preserving Approach},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {283--293},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012921800003838},
doi = {10.5220/0012921800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/JaziB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/JiangSYZSG24,
author = {Dongming Jiang and
Abhishek Shah and
Stanley Yeung and
Jessica Zhu and
Karan Singh and
George Goldenberg},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Multi-Label Classification for Fashion Data: Zero-Shot Classifiers
via Few-Shot Learning on Large Language Models},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {250--257},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012899100003838},
doi = {10.5220/0012899100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/JiangSYZSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/KeshiDTH24,
author = {Ikuo Keshi and
Ryota Daimon and
Yutaka Takaoka and
Atsushi Hayashi},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Integrated Evaluation of Semantic Representation Learning, BERT, and
Generative {AI} for Disease Name Estimation Based on Chief Complaints},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {294--301},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012927100003838},
doi = {10.5220/0012927100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/KeshiDTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/KohlKFK24,
author = {Philipp Kohl and
Yoka Kr{\"{a}}mer and
Claudia Fohry and
Bodo Kraft},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Comparative Performance Analysis of Active Learning Strategies for
the Entity Recognition Task},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {480--488},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013068200003838},
doi = {10.5220/0013068200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/KohlKFK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/KudriavtsevM0B24,
author = {Mikhail Kudriavtsev and
Andrew McCarren and
Hyowon Lee and
Marija Bezbradica},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Efficient Visualization of Association Rule Mining Using the Trie
of Rules},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {72--80},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012995500003838},
doi = {10.5220/0012995500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/KudriavtsevM0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/KunduN24,
author = {Arghya Kundu and
Uyen Trang Nguyen},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {An Explainable Classifier Using Diffusion Dynamics for Misinformation
Detection on Twitter},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {348--357},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012990700003838},
doi = {10.5220/0012990700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/KunduN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/LeeLK24,
author = {Ming{-}Chang Lee and
Jia{-}Chun Lin and
Sokratis K. Katsikas},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Comparative Analysis of Real-Time Time Series Representation Across
RNNs, Deep Learning Frameworks, and Early Stopping},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {371--382},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012996700003838},
doi = {10.5220/0012996700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/LeeLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/LeeYMD24,
author = {Eva K. Lee and
Fan Yuan and
Barton J. Mann and
Marlene DeMaio},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Prediction of Response to Intra-Articular Injections of Hyaluronic
Acid for Knee Osteoarthritis},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {497--508},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013071800003838},
doi = {10.5220/0013071800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/LeeYMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/LouroBRCMPP24,
author = {Pedro Lima Louro and
Guilherme Branco and
Hugo Redinho and
Ricardo Correia and
Ricardo Malheiro and
Renato Panda and
Rui Pedro Paiva},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {{MERGE} App: {A} Prototype Software for Multi-User Emotion-Aware Music
Management},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {159--166},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013067800003838},
doi = {10.5220/0013067800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/LouroBRCMPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MachovaK24,
author = {Krist{\'{\i}}na Machov{\'{a}} and
Martin Kanuch},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Modelling of an Untrustworthiness of Fraudulent Websites Using Machine
Learning Algorithms},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {218--225},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012886700003838},
doi = {10.5220/0012886700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/MachovaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MackeyGC24,
author = {Andrew L. Mackey and
Susan Gauch and
Israel Cuevas},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Prompt Distillation for Emotion Analysis},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {328--334},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012951200003838},
doi = {10.5220/0012951200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/MackeyGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MatiasP24,
author = {Rosa Matias and
Maria Beatriz Piedade},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Framework for Self-Service Business Intelligence},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {408--415},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013015700003838},
doi = {10.5220/0013015700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/MatiasP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MedarhriHEBZ24,
author = {Ibtissam Medarhri and
Mohamed Hosni and
Mohamed Ettalhaoui and
Zakaria Belhaj and
Rabie Zine},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Reviewing Machine Learning Techniques in Credit Card Fraud Detection},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {179--187},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013072500003838},
doi = {10.5220/0013072500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/MedarhriHEBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Medina-OrtizCMS24,
author = {David Medina{-}Ortiz and
Gabriel Cabas{-}Mora and
Iv{\'{a}}n Moya and
Nicole Soto{-}Garc{\'{\i}}a and
Roberto Uribe Paredes},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {{RUDEUS:} {A} Machine Learning Classification System to Study DNA-Binding
Proteins},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {302--310},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012946500003838},
doi = {10.5220/0012946500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Medina-OrtizCMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MyersM24,
author = {Jeffrey Myers II and
Yaser Mowafi},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {An Index Bucketing Framework to Support Data Manipulation and Extraction
of Nested Data Structures},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {191--199},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012828800003838},
doi = {10.5220/0012828800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/MyersM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Nalluri024,
author = {Aswin Kumar Nalluri and
Yan Zhang},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Smart Hybrid Enhanced Recommendation and Personalization Algorithm
Using Machine Learning},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {465--472},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013064100003838},
doi = {10.5220/0013064100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Nalluri024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/NguyenN24,
author = {Duong Thien Nguyen and
Thu Minh Tran Nguyen},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {A Knowledge Map Mining-Based Personalized Learning Path Recommendation
Solution for English Learning},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {48--59},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012945200003838},
doi = {10.5220/0012945200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/NguyenN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/NguyenNGH24,
author = {Thi Hong Nhung Nguyen and
Dao Khoa Nguyen and
Hong Tiet Gia and
Vu Thi My Hang},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Approaches for Extending Recommendation Models for Food Choices in
Meals},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {113--121},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013014000003838},
doi = {10.5220/0013014000003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/NguyenNGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/NitayanontH24,
author = {Torpong Nitayanont and
Dorit S. Hochbaum},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Positive-Unlabeled Learning Using Pairwise Similarity and Parametric
Minimum Cuts},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {60--71},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012948100003838},
doi = {10.5220/0012948100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/NitayanontH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/OuifakI24,
author = {Hafsaa Ouifak and
Ali Idri},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Insights into the Potential of Fuzzy Systems for Medical {AI} Interpretability},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {525--532},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013072900003838},
doi = {10.5220/0013072900003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/OuifakI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/PalmaM024,
author = {{\'{A}}gata Palma and
Pedro Morais and
Ana Alves},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Route Recommendation Based on POIs and Public Transportation},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {391--398},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013006800003838},
doi = {10.5220/0013006800003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/PalmaM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/PiresCSF24,
author = {Catarina Pires and
Pedro Gon{\c{c}}alo Correia and
Pedro Silva and
Liliana Ferreira},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Enhancing LLMs with Knowledge Graphs for Academic Literature Retrieval},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {343--347},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012990500003838},
doi = {10.5220/0012990500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/PiresCSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/QarqourAH0K24,
author = {Ahmed Qarqour and
Sahil{-}Jai Arora and
Gernot Heisenberg and
Markus Rabe and
Tobias Kleinert},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Utilizing Data Analysis for Optimized Determination of the Current
Operational State of Heating Systems},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {200--209},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012876200003838},
doi = {10.5220/0012876200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/QarqourAH0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/RafieianV24,
author = {Bardia Rafieian and
Pere{-}Pau V{\'{a}}zquez},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Evaluating the Suitability of Long Document Embeddings for Classification
Tasks: {A} Comparative Analysis},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {320--327},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012950400003838},
doi = {10.5220/0012950400003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/RafieianV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/RaiRSC24,
author = {Anish Rai and
Anamitra Roy and
Abhishek Santra and
Sharma Chakravarthy},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {MLN-Subdue: Substructure Discovery In Homogeneous Multilayer Networks},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {36--47},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012906200003838},
doi = {10.5220/0012906200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/RaiRSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Salinas-PintoAH24,
author = {Amanda Salinas{-}Pinto and
Bryan Alvarado{-}Ulloa and
Dorit S. Hochbaum and
Mat{\'{\i}}as Francia{-}Carrami{\~{n}}ana and
Ricardo {\~{N}}anculef and
Roberto Javier {As{'{i}}n Ach{'{a}}}},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Text-Based Feature-Free Automatic Algorithm Selection},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {267--274},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012913700003838},
doi = {10.5220/0012913700003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Salinas-PintoAH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Sansone24,
author = {Carlo Sansone},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Multimodal Deep Learning in Medical Imaging},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {5},
publisher = {{SCITEPRESS}},
year = {2024},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Sansone24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/SantraBC24,
author = {Abhishek Santra and
Hafsa Billah and
Sharma Chakravarthy},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Multilayer Networks: For Modeling and Analysis of Big Data},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {383--390},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012997200003838},
doi = {10.5220/0012997200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/SantraBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/SeabraCNLRL24,
author = {Antony Seabra and
Claudio Cavalcante and
Jo{\~{a}}o Nepomuceno and
Lucas Lago and
Nicolaas Ruberg and
S{\'{e}}rgio Lifschitz},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Contrato360 2.0: {A} Document and Database-Driven Question-Answer
System Using Large Language Models and Agents},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {167--178},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013070400003838},
doi = {10.5220/0013070400003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/SeabraCNLRL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/ShatriF24,
author = {Elona Shatri and
Gy{\"{o}}rgy Fazekas},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Knowledge Discovery in Optical Music Recognition: Enhancing Information
Retrieval with Instance Segmentation},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {311--319},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012947500003838},
doi = {10.5220/0012947500003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/ShatriF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/SporerBHLH24,
author = {Jan Frederic Sp{\"{o}}rer and
Bernhard Bermeitinger and
Tomas Hrycej and
Niklas Limacher and
Siegfried Handschuh},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Efficient Neural Network Training via Subset Pretraining},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {242--249},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012893600003838},
doi = {10.5220/0012893600003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/SporerBHLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/SyamaJ24,
author = {K. Syama and
J. Angel Arul Jothi},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Antibiotic Resistance Gene Identification from Metagenomic Data Using
Ensemble of Finetuned Large Language Models},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {102--112},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012999100003838},
doi = {10.5220/0012999100003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/SyamaJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/TugcuECAUDE24,
author = {Mira{\c{c}} Tugcu and
Beg{\"{u}}m {\c{C}}itamak Erdin{\c{c}} and
Tolga {\c{C}}eki{\c{c}} and
Seher Can Akay and
Derya Uysal and
Onur Deniz and
Erkut Erdem},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {An End-to-End Generative System for Smart Travel Assistant},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {473--479},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013064200003838},
doi = {10.5220/0013064200003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/TugcuECAUDE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/UymazM24,
author = {Hande Aka Uymaz and
Senem Kumova Metin},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Optimizing High-Dimensional Text Embeddings in Emotion Identification:
{A} Sliding Window Approach},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {258--266},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012899300003838},
doi = {10.5220/0012899300003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/UymazM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/VladikaMM24,
author = {Juraj Vladika and
Luca M{\"{u}}lln and
Florian Matthes},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Enhancing Answer Attribution for Faithful Text Generation with Large
Language Models},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {147--158},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013066600003838},
doi = {10.5220/0013066600003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/VladikaMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/WangZLZ24,
author = {Meng Wang and
Zhixiong Zhang and
Hanyu Li and
Guangyin Zhang},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {An Improved Meta-Knowledge Prompt Engineering Approach for Generating
Research Questions in Scientific Literature},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {457--464},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0013060900003838},
doi = {10.5220/0013060900003838},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/WangZLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Wiratunga24,
author = {Nirmalie Wiratunga},
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Intelligent Reuse of Explanation Experiences: The Role of Case-Based
Reasoning in Promoting Best Practice in Explainable {AI}},
booktitle = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
pages = {7},
publisher = {{SCITEPRESS}},
year = {2024},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Wiratunga24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ic3k/2024kdir,
editor = {Frans Coenen and
Ana Fred and
Jorge Bernardino},
title = {Proceedings of the 16th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2024, Volume 1: KDIR, Porto, Portugal, November 17-19, 2024},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0000193400003838},
doi = {10.5220/0000193400003838},
isbn = {978-989-758-716-0},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/2024kdir.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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