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ORCID14th KDIR 2022: Valletta, Malta
- Frans Coenen, Ana Fred, Joaquim Filipe:
Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2022, Volume 1: KDIR, Valletta, Malta, October 24-26, 2022. SCITEPRESS 2022, ISBN 978-989-758-614-9
Invited Speakers
- Giancarlo Guizzardi:
Relations, Events, and Explanation. KDIR 2022: 5 - Catholijn M. Jonker:
Self-Reflective Hybrid Intelligence: Combining Human with Artificial Intelligence and Logic. KDIR 2022: 7 - Rudolf Kruse:
Probabilistic Graphical Models: On Reasoning, Learning, and Revision (Extended Abstract). 9-10 - Bart Verheijen:
International Expert Mapping. KDIR 2022: 13
Papers
- Hanadi Aldosari, Frans Coenen
, Gregory Y. H. Lip, Yalin Zheng:
Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. 19-28 - Roberto Javier Asín Achá, Olivier Goldschmidt, Dorit S. Hochbaum, Isaías I. Huerta:
Fast Algorithms for the Capacitated Vehicle Routing Problem using Machine Learning Selection of Algorithm's Parameters. 29-39 - Yanhua Xu, Dominik Wojtczak:
End-to-End Multi-channel Neural Networks for Predicting Influenza a Virus Hosts and Antigenic Types. 40-50 - Hamza Reza Pavel, Abhishek Santra, Sharma Chakravarthy:
Degree Centrality Algorithms for Homogeneous Multilayer Networks. 51-62 - Jaya Sreevalsan-Nair, Astha Jakher:
CAP-DSDN: Node Co-association Prediction in Communities in Dynamic Sparse Directed Networks and a Case Study of Migration Flow. 63-74 - Tolga Çekiç, Yusufcan Manav, Batu Helvacioglu, Enes Burak Dündar, Onur Deniz, Gülsen Eryigit:
Long Form Question Answering Dataset Creation for Business Use Cases using Noise-Added Siamese-BERT. 75-82 - Yiming Bian, Arun K. Somani:
An Effective Two-stage Noise Training Methodology for Classification of Breast Ultrasound Images. 83-94 - Eva K. Lee, Brent M. Egan:
A Multi-stage Multi-group Classification Model: Applications to Knowledge Discovery for Evidence-based Patient-centered Care. 95-108 - Hasnae Zerouaoui, Ali Idri, Omar El Alaoui:
Assessing the Impact of Deep End-to-End Architectures in Ensemble Learning for Histopathological Breast Cancer Classification. 109-118 - Anna Deza, Alper Atamtürk:
Safe Screening for Logistic Regression with ℓ -ℓ Regularization. 119-126 - Yohann Salomon, Pietro Pinoli:
Generalization of Probabilistic Latent Semantic Analysis to k-partite Graphs. 127-137 - Cheng Zhang, Jie Wang:
Tag-Set-Sequence Learning for Generating Question-answer Pairs. 138-147 - Sebastian Unger, Christa Raak, Thomas Ostermann:
Search Reliability Comparison of Two Text-based Search Algorithms in an Online Literature Database for Integrative Medicine: A Technical Report on a 32-bit to 64-bit Migration. 148-157 - Jean Charbonnier, Christian Wartena:
Predicting Visible Terms from Image Captions using Concreteness and Distributional Semantics. 161-169 - Ikram Chraibi Kaadoud, Lina Fahed, Tian Tian, Yannis Haralambous, Philippe Lenca:
Automata-based Explainable Representation for a Complex System of Multivariate Times Series. 170-179 - Sergiu Limboi, Laura Diosan:
The Twitter-Lex Sentiment Analysis System. 180-187 - Antonio Hernández Martínez, David Fernández Llorca, Iván García Daza:
Towards View-invariant Vehicle Speed Detection from Driving Simulator Images. 188-195 - Sphamandla I. May, Omowunmi E. Isafiade, Olasupo O. Ajayi:
An Improved Support Vector Model with Recursive Feature Elimination for Crime Prediction. 196-203 - Marco Vicente, João Guarda, Fernando Batista:
Gutenbrain: An Architecture for Equipment Technical Attributes Extraction from Piping & Instrumentation Diagrams. 204-211 - Basile Tousside, Yashwanth Dama, Jörg Frochte:
Towards Explainability in Modern Educational Data Mining: A Survey. 212-220 - Alan Falzon, Joel Azzopardi:
TerrorMine: Automatically Identifying the Group behind a Terrorist Attack. 221-228 - Anne-Marie Camilleri, Joel Azzopardi, Adam Gauci:
A Novel Approach towards Gap Filling of High-Frequency Radar Time-series Data. 229-236 - Wing-Fat Cheng, Man-Ching Yuen, Yuk-Chun So:
Learning to Estimate Crowd Size by Applying Convolutional Neural Network to Aerial Imaging Analysis. 237-242 - Tim Schopf, Simon Klimek, Florian Matthes:
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction. 243-248 - Andres Pautrat-Lertora, Renzo Perez-Lozano, Willy Ugarte:
EGAN: Generatives Adversarial Networks for Text Generation with Sentiments. 249-256 - Loris Grether, Hans Friedrich Witschel:
Studying Interaction Patterns for Knowledge Graph Exploration. 257-264 - Ikuo Keshi, Ryota Daimon, Atsushi Hayashi:
Interpretable Disease Name Estimation based on Learned Models using Semantic Representation Learning of Medical Terms. 265-272 - Iaakov Exman:
On the Impossibility to Assure a Finite Software Concepts' Catalog. 273-280 - Daniel F. O. Onah:
EnuwaJGX: Machine Learning Gene Prediction Software Application Model - An Innovative Method to Precision Medicine and Predictive Analysis of Visualising Mutated Genes Associated to Neurological Phenotype of Diseases. 281-291 - Eduard Hoenkamp, Andrew Gibson:
Monitoring Mood in a Stream of Self-reflections. 292-299 - Emanuela Boros, Gaël Lejeune, Mickaël Coustaty, Antoine Doucet:
Adapting Transformers for Detecting Emergency Events on Social Media. 300-306 - Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Training Neural Networks in Single vs. Double Precision. 307-314 - Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh:
Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision. 315-321 - Ferdaous Idlahcen, Pierjos Francis Colere Mboukou, Hasnae Zerouaoui, Ali Idri:
Whole-slide Classification of H&E-stained Cervix Uteri Tissue using Deep Neural Networks. 322-329 - Pablo Gervás, Álvaro Torrente:
Emotional Interpretation of Opera Seria: Impact of Specifics of Drama Structure (Position Paper). 330-336 - Hannele Väyrynen, Annamaija Paunu, Nina Helander:
The Role of Data in Crisis Management Models in the Health Care Context. 337-344 - Yicheng Sun, Hejia Chen, Jie Wang:
Multiple-choice Question Generation for the Chinese Language. 345-354 - Sahil Yerawar, Sagar Jinde, P. K. Srijith, Maunendra Sankar Desarkar, K. M. Annervaz, Shubhashis Sengupta:
Predicting Reputation Score of Users in Stack-overflow with Alternate Data. 355-362
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