KDIR

Publications

2023

Ismail Moatadid, Ibtissam Abnane, Ali Idri
Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets. KDIR (2023)
Ahmed Bendaouia, El Hassan Abdelwahed, Sara Qassimi, Abdelmalek Boussetta, Intissar Benzakour, Oumkeltoum Amar, François Bourzeix, Khalil Jabbahi, Oussama Hasidi
Advancing Flotation Process Optimization Through Real-Time Machine Vision Monitoring: A Convolutional Neural Network Approach. KDIR (2023)
Cristopher Morales, Edgar Cavero, Willy Ugarte
DrBerry: Detection of Diseases in Blueberry Bush Leaves. KDIR (2023)
Nadeem Iftikhar, Peter Nørkjær Gade, Kasper Møller Nielsen, Jesper Mellergaard
Automated Classification of Building Objects Using Machine Learning. KDIR (2023)
Abdelhalim Hafedh Dahou, Brigitte Mathiak
Subject Classification of Software Repository. KDIR (2023)
Zühal Kurt, Thomas Köllmer, Patrick Aichroth
An Explainable Knowledge Graph-Based News Recommendation System. KDIR (2023)
Christopher Holder, David Guijo-Rubio, Anthony J. Bagnall
Barycentre Averaging for the Move-Split-Merge Time Series Distance Measure. KDIR (2023)
Yiu-Kai Ng
A Personalized Book Recommender System for Adults Based on Deep Learning and Filtering. KDIR (2023)
Shuiyi Kuang, Yan Zhang
A Long-Term Funds Predictor Based on Deep Learning. KDIR (2023)
Olurotimi Seton, Pegah Sagheb Haghighi, Mohammad Alshammari, Olfa Nasraoui
Enhancing Explainable Matrix Factorization with Tags for Multi-Style Explanations. KDIR (2023)
Xiaolong Sun, Henrik Holm, Sina Molavipour, Fitsum Gaim Gebre, Yash Pawar, Kamiar Radnosrati, Serveh Shalmashi
Recommendation System for Product Test Failures Using BERT. KDIR (2023)
Elias Dritsas, Maria Trigka, Phivos Mylonas
Machine Learning Models for Prostate Cancer Identification. KDIR (2023)
Jasmin Menges, Johannes Walter, Jasmin Bächle, Klemens Schnattinger
Speech Detection of Real-Time MRI Vocal Tract Data. KDIR (2023)
Harry Rogers, Beatriz de la Iglesia, Tahmina Zebin
Evaluating the Use of Interpretable Quantized Convolutional Neural Networks for Resource-Constrained Deployment. KDIR (2023)
Ravneet Singh Arora, Sreejith Menon, Ayush Jain, Nehil Jain
Deep Reinforcement Agent for Efficient Instant Search. KDIR (2023)
Hande Aka Uymaz, Senem Kumova Metin
Collaborative Emotion Annotation: Assessing the Intersection of Human and AI Performance with GPT Models. KDIR (2023)
You Zhou, Jie Wang
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment. KDIR (2023)
Lamia Berkani, Lina Ighilaza, Fella Dib
Attentional Sentiment and Confidence Aware Neural Recommender Model. KDIR (2023)
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. KDIR (2023)
Le Nguyen Hoai Nam
Approaches for Enhancing Preference Balance in Neighbor-Based Group Recommender Systems. KDIR (2023)
Yousra Cherif, Ali Idri, Omar El Alaoui
Impact of Thresholds of Univariate Filters for Predicting Species Distribution. KDIR (2023)
Lucas Liebe, Jannis Baum, Tilman Schütze, Tim Cech, Willy Scheibel, Jürgen Döllner
UNCOVER: Identifying AI Generated News Articles by Linguistic Analysis and Visualization. KDIR (2023)
Arman Arzani, Marcus Handte, Pedro José Marrón
Challenges in Implementing a University-Based Innovation Search Engine. KDIR (2023)
Matthias Engelbach, Dennis Klau, Felix Scheerer, Jens Drawehn, Maximilien Kintz
Fine-Tuning and Aligning Question Answering Models for Complex Information Extraction Tasks. KDIR (2023)
Houriye Esfahanian, Abdolreza Nazemi, Andreas Geyer-Schulz
A Comparative Study on Main Content Extraction Algorithms for Right to Left Languages. KDIR (2023)
Colin Daly, Lucy Hederman
Enterprise Search: Learning to Rank with Click-Through Data as a Surrogate for Human Relevance Judgements. KDIR (2023)
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. KDIR (2023)
Mohamed Hosni
Encoding Techniques for Handling Categorical Data in Machine Learning-Based Software Development Effort Estimation. KDIR (2023)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Make Deep Networks Shallow Again. KDIR (2023)
Yue Zhao, Leon Kroher, Maximilian Engler, Klemens Schnattinger
Detecting Greenwashing in the Environmental, Social, and Governance Domains Using Natural Language Processing. KDIR (2023)
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. KDIR (2023)
Nadeem Iftikhar, Akos Madarasz, Finn Ebertsen Nordbjerg
Identifying Similar Top-K Household Electricity Consumption Patterns. KDIR (2023)
Tilahun Yeshambel, Josiane Mothe, Yaregal Assabie
Evaluation of Information Retrieval Models and Query Performance Predictors for Amharic Adhoc Task. KDIR (2023)
Dorit S. Hochbaum
Unified New Techniques for NP-Hard Budgeted Problems with Applications in Team Collaboration, Pattern Recognition, Document Summarization, Community Detection and Imaging. KDIR (2023)
Sonja Schlenz, Simon Mößner, Carl Henrik Ek, Fabian Duddeck
A Flexible Approach for Retrieving Geometrically Similar Finite Element Models Using Point Cloud Autoencoders. KDIR (2023)
Eva K. Lee, Zixing Wang
Interdependencies and Cascading Effects of Disasters on Critical Infrastructures: An Analysis of Base Station Communication Networks. KDIR (2023)
Jie Liu, Genyuan Du
Easy Scaling: The Most Critical Consideration for Choosing Analytical Database Management Systems in the Cloud Era. KDIR (2023)
Héctor Javier Vázquez, Mihaela Juganaru
Mexico City's Urban Trees Reforestation Based on Characteristics of Plantation Sites. KDIR (2023)
Mariana Carvalho, Ana Borges
Enhancing Healthcare in Emergency Department Through Patient and External Conditions Profiling: A Cluster Analysis. KDIR (2023)
Hamza Reza Pavel, Anamitra Roy, Abhishek Santra, Sharma Chakravarthy
Closeness Centrality Detection in Homogeneous Multilayer Networks. KDIR (2023)
Florence Böttger, Tim Cech, Willy Scheibel, Jürgen Döllner
Visual Counterfactual Explanations Using Semantic Part Locations. KDIR (2023)
Maria Clara Silva, Brígida Mónica Faria, Luís Paulo Reis
Knowledge Discovery for Risk Assessment in Economic and Food Safety. KDIR (2023)
Vitor Monteiro Pinto, Fernando Paulo Belfo, Isabel Pedrosa, Lorenzo Valgimigli
Machine Learning in Customer-Centric Web Design: The Website of a Portuguese Higher Education Institution. KDIR (2023)
Imane Araf, Ali Idri, Ikram Chairi
Mapping Cost-Sensitive Learning for Imbalanced Medical Data: Research Trends and Applications. KDIR (2023)
Claire Ibarboure, Ludovic Tanguy, Franck Amadieu
Which Word Embeddings for Modeling Web Search Queries? Application to the Study of Search Strategies. KDIR (2023)
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. KDIR (2023)
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. KDIR (2023)
Richárd Rádli, Zsolt Vörösházi, László Czúni
Pill Metrics Learning with Multihead Attention. KDIR (2023)
Cristal Karina Galindo Durán, Mihaela Juganaru
Methodology for the Analysis of Agricultural Data in the Mexican Context: Study Case of Marigold. KDIR (2023)
Chaymaa Lahmar, Ali Idri
Enhancing Diabetic Retinopathy Detection Using CNNs with Dimensionality Reduction Techniques and K-Nearest Neighbors Ensembles. KDIR (2023)