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15th KDIR 2023: Rome, Italy
- Ana Fred, Frans Coenen, Jorge Bernardino:
Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023, Volume 1: KDIR, Rome, Italy, November 13-15, 2023. SCITEPRESS 2023, ISBN 978-989-758-671-2
Invited Speakers
- Tony Bagnall:
Time Series Machine Learning. IC3K 2023: 5 - Domenico Lembo:
Combining Entity Resolution and Query Answering in Ontologies. IC3K 2023: 7 - Luís Paulo Reis:
Deep Reinforcement Learning for Creating Advanced Humanoid Robotic Soccer Skills. IC3K 2023: 9 - Yannis Manolopoulos:
Recommendation Systems in Scholarly Publishing. IC3K 2023: 11
Papers
- Hamza Reza Pavel, Anamitra Roy, Abhishek Santra, Sharma Chakravarthy:
Closeness Centrality Detection in Homogeneous Multilayer Networks. 17-29 - Abdelhalim Hafedh Dahou, Brigitte Mathiak:
Subject Classification of Software Repository. 30-38 - Lucas Liebe, Jannis Baum, Tilman Schütze, Tim Cech, Willy Scheibel, Jürgen Döllner:
UNCOVER: Identifying AI Generated News Articles by Linguistic Analysis and Visualization. 39-50 - Christopher Holder, David Guijo-Rubio, Anthony J. Bagnall:
Barycentre Averaging for the Move-Split-Merge Time Series Distance Measure. 51-62 - Florence Böttger
, Tim Cech, Willy Scheibel, Jürgen Döllner:
Visual Counterfactual Explanations Using Semantic Part Locations. 63-74 - Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui
Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. 75-85 - Yousra Cherif, Ali Idri, Omar El Alaoui
Impact of Thresholds of Univariate Filters for Predicting Species Distribution. 86-97 - Tilahun Yeshambel, Josiane Mothe
Evaluation of Information Retrieval Models and Query Performance Predictors for Amharic Adhoc Task. 98-108 - Harry Rogers
Evaluating the Use of Interpretable Quantized Convolutional Neural Networks for Resource-Constrained Deployment. 109-120 - You Zhou, Jie Wang:
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment. 121-131 - Richárd Rádli
Pill Metrics Learning with Multihead Attention. 132-140 - Eva K. Lee, Zixing Wang:
Interdependencies and Cascading Effects of Disasters on Critical Infrastructures: An Analysis of Base Station Communication Networks. 141-152 - Mohamed Hosni:
On the Value of Combiners in Heterogeneous Ensemble Effort Estimation. 153-163 - Nadeem Iftikhar
Identifying Similar Top-K Household Electricity Consumption Patterns. 167-174 - Yue Zhao, Leon Kroher, Maximilian Engler, Klemens Schnattinger:
Detecting Greenwashing in the Environmental, Social, and Governance Domains Using Natural Language Processing. 175-181 - Jasmin Menges, Johannes Walter, Jasmin Bächle, Klemens Schnattinger:
Speech Detection of Real-Time MRI Vocal Tract Data. 182-187 - Sonja Schlenz, Simon Mößner, Carl Henrik Ek, Fabian Duddeck:
A Flexible Approach for Retrieving Geometrically Similar Finite Element Models Using Point Cloud Autoencoders. 188-195 - Matthias Engelbach, Dennis Klau, Felix Scheerer, Jens Drawehn, Maximilien Kintz:
Fine-Tuning and Aligning Question Answering Models for Complex Information Extraction Tasks. 196-205 - Xiaolong Sun, Henrik Holm, Sina Molavipour, Fitsum Gaim Gebre, Yash Pawar, Kamiar Radnosrati, Serveh Shalmashi:
Recommendation System for Product Test Failures Using BERT. 206-213 - Zühal Kurt, Thomas Köllmer, Patrick Aichroth
An Explainable Knowledge Graph-Based News Recommendation System. 214-221 - Houriye Esfahanian, Abdolreza Nazemi, Andreas Geyer-Schulz:
A Comparative Study on Main Content Extraction Algorithms for Right to Left Languages. 222-229 - Atezaz Ahmad, Jan Schneider, Daniel Schiffner, Esad Islamovic, Hendrik Drachsler:
LAxplore: An NLP-Based Tool for Distilling Learning Analytics and Learning Design Instruments out of Scientific Publications. 230-239 - Colin Daly, Lucy Hederman:
Enterprise Search: Learning to Rank with Click-Through Data as a Surrogate for Human Relevance Judgements. 240-247 - Yiu-Kai Ng:
A Personalized Book Recommender System for Adults Based on Deep Learning and Filtering. 248-256 - Mariana Carvalho
Enhancing Healthcare in Emergency Department Through Patient and External Conditions Profiling: A Cluster Analysis. 257-264 - Imane Araf, Ali Idri, Ikram Chairi:
Mapping Cost-Sensitive Learning for Imbalanced Medical Data: Research Trends and Applications. 265-272 - Claire Ibarboure, Ludovic Tanguy, Franck Amadieu:
Which Word Embeddings for Modeling Web Search Queries? Application to the Study of Search Strategies. 273-280 - Ravneet Singh Arora, Sreejith Menon, Ayush Jain, Nehil Jain:
Deep Reinforcement Agent for Efficient Instant Search. 281-288 - Simone D'Amico
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. 289-297 - Hande Aka Uymaz, Senem Kumova Metin:
Collaborative Emotion Annotation: Assessing the Intersection of Human and AI Performance with GPT Models. 298-305 - Le Nguyen Hoai Nam:
Approaches for Enhancing Preference Balance in Neighbor-Based Group Recommender Systems. 306-314 - Chaymaa Lahmar, Ali Idri:
Enhancing Diabetic Retinopathy Detection Using CNNs with Dimensionality Reduction Techniques and K-Nearest Neighbors Ensembles. 315-322 - Lamia Berkani, Lina Ighilaza, Fella Dib:
Attentional Sentiment and Confidence Aware Neural Recommender Model. 323-330 - Nadeem Iftikhar
Automated Classification of Building Objects Using Machine Learning. 331-338 - Bernhard Bermeitinger
Make Deep Networks Shallow Again. 339-346 - Shuiyi Kuang, Yan Zhang:
A Long-Term Funds Predictor Based on Deep Learning. 347-354 - Cristopher Morales, Edgar Cavero, Willy Ugarte:
DrBerry: Detection of Diseases in Blueberry Bush Leaves. 355-364 - Dorit S. Hochbaum:
Unified New Techniques for NP-Hard Budgeted Problems with Applications in Team Collaboration, Pattern Recognition, Document Summarization, Community Detection and Imaging. 365-372 - Jie Liu, Genyuan Du
Easy Scaling: The Most Critical Consideration for Choosing Analytical Database Management Systems in the Cloud Era. 373-378 - Ismail Moatadid
Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets. 379-386 - Vitor Monteiro Pinto, Fernando Paulo Belfo
Machine Learning in Customer-Centric Web Design: The Website of a Portuguese Higher Education Institution. 387-394 - Domenico Amalfitano, Vincenzo D'Angelo, Antonio M. Rinaldi, Cristiano Russo, Cristian Tommasino:
Enhancing Gesture Recognition for Sign Language Interpretation in Challenging Environment Conditions: A Deep Learning Approach. 395-402 - Quentin Telnoff, Emanuela Boros, Mickaël Coustaty, Fabrice Crohas, Antoine Doucet, Frédéric Le Bars:
An Explorative Guide on How to Detect Forged Car Insurance Claims with Language Models. 403-412 - Miraç Tugcu, Tolga Çekiç, Begüm Çitamak Erdinç, Seher Can Akay, Onur Deniz:
Classification of Questionnaires with Open-Ended Questions. 413-420 - Elias Dritsas, Maria Trigka, Phivos Mylonas:
Machine Learning Models for Prostate Cancer Identification. 421-428 - Ahmed Bendaouia
Advancing Flotation Process Optimization Through Real-Time Machine Vision Monitoring: A Convolutional Neural Network Approach. 429-436 - Héctor Javier Vázquez, Mihaela Juganaru:
Mexico City's Urban Trees Reforestation Based on Characteristics of Plantation Sites. 437-444 - Maria Clara Silva, Brígida Mónica Faria, Luís Paulo Reis:
Knowledge Discovery for Risk Assessment in Economic and Food Safety. 445-452 - Cristal Karina Galindo Durán, Mihaela Juganaru:
Methodology for the Analysis of Agricultural Data in the Mexican Context: Study Case of Marigold. 453-459 - Mohamed Hosni:
Encoding Techniques for Handling Categorical Data in Machine Learning-Based Software Development Effort Estimation. 460-467 - Muhammad Asif Suryani, Steffen Hahne, Christian Beth, Klaus Wallmann, Matthias Renz:
DAF: Data Acquisition Framework to Support Information Extraction from Scientific Publications. 468-476 - Arman Arzani, Marcus Handte, Pedro José Marrón
Challenges in Implementing a University-Based Innovation Search Engine. 477-486
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