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ORCID13th DATA 2024: Dijon, France
- Alfredo Cuzzocrea, Elhadj Benkhelifa, Oleg Gusikhin, Slimane Hammoudi:
Proceedings of the 13th International Conference on Data Science, Technology and Applications, DATA 2024, Dijon, France, July 9-11, 2024. SCITEPRESS 2024, ISBN 978-989-758-707-8
Invited Speakers
- Mona Diab:
Towards a Responsible Thinking in the New Era of Gen AI: Walking the Walk. DATA 2024: 5 - Themis Palpanas:
Scalable Vector Analytics: A Story of Twists and Turns. DATA 2024: 7 - Jürgen Schmidhuber:
Past, Present, Future, and Far Future of AI. DATA 2024: 9
Papers
- Don Roosan, Yanting Wu, Jay Chok, Christopher P. Sanine, Tiffany Khou, Yawen Li, Hasiba M. Khan:
Artificial Intelligence-Powered Large Language Transformer Models for Opioid Abuse and Social Determinants of Health Detection for the Underserved Population. 15-26 - Nadeem Iftikhar, Yi-Chen Lin, Xiufeng Liu, Finn Ebertsen Nordbjerg:
Online Machine Learning for Adaptive Ballast Water Management. 27-38 - Nouf Al-Juaid, Alexei Lisitsa, Sven Schewe:
Efficient and Secure Multiparty Querying over Federated Graph Databases. 39-50 - Peter Mitic:
Reputation, Sentiment, Time Series and Prediction. 51-61 - Hans C. A. Wienen, Faiza Allah Bukhsh, Eelco Vriezekolk, Luís Ferreira Pires:
A Cascade of Consequences: Improving an Accident Analysis Method by Learning from a Real Life Telecommunications Accident. 62-70 - Peter Mitic:
Is Positive Sentiment Missing in Corporate Reputation? 71-81 - Klaudia Szabó Ledenyi, András Kicsi, László Vidács:
A Deep Dive into GPT-4's Data Mining Capabilities for Free-Text Spine Radiology Reports. 82-92 - Alfredo Cuzzocrea, Selim Soufargi:
Privacy-Preserving Big Hierarchical Data Analytics via Co-Occurrence Analysis. 93-103 - Eva K. Lee, Taylor J. Leonard, Jerry C. Booker:
Risk-Stratified Multi-Objective Resource Allocation for Optimal Aviation Security. 104-117 - Imen Baklouti, Olfa Ben Ahmed, Christine Fernandez-Maloigne:
Cross-Lingual Low-Resources Speech Emotion Recognition with Domain Adaptive Transfer Learning. 118-128 - Carmelo Fabio Longo, Misael Mongiovì, Luana Bulla, Giusy Giulia Tuccari:
HTC-GEN: A Generative LLM-Based Approach to Handle Data Scarcity in Hierarchical Text Classification. 129-138 - Jaeheon Park, Suan Lee, Woncheol Lee, Jinho Kim:
Course Recommendation System for Company Job Placement Using Collaborative Filtering and Hybrid Model. 139-149 - Omar Makke, Syam Chand, Vamsee Krishna Batchu, Oleg Gusikhin, Vicky Svidenko:
Intelligent Sampling System for Connected Vehicle Big Data. 150-158 - Sachin Yadav Bodke, Usha Ananthakumar:
An Exploratory Analysis of Malaria and Climatic Factors in India. 159-168 - Safa Batita, Achraf Makni, Ikram Amous:
Intelligent Transportation Systems: A Survey on Data Engineering. 169-179 - Chukwuka Victor Obionwu, Bhavya Baburaj Chovatta Valappil, Minu Genty, Maria Jomy, Visakh Padmanabhan, Aishwarya Suresh, Sumat Singh Bedi, David Broneske, Gunter Saake:
Expert Agent Guided Learning with Transformers and Knowledge Graphs. 180-189 - James Abello, Timothy R. Tangherlini, Haoyang Zhang:
A Max Flow Min Cut View of Social Media Posts. 190-201 - V. Narayanan, A. Reddy, V. Venkatesh, S. Tutun, Payam Norouzzadeh, Eli Snir, S. Mahmoud, Bahareh Rahmani:
Brain Stroke Prediction Using Visual Geometry Group Model. 205-210 - Rafael Marin Machado de Souza, Leandro Nunes de Castro, Marcio Biczyk, Marcos dos Santos, Eder Costa Cassettari:
Stochastic Simulation Agent for Unknown Inventory Demands in Healthcare Supply Management. 211-217 - Susanna Saitta, Vito D'Amico, Giovanni Maria Farinella:
Dynamic Price Prediction for Revenue Management System in Hospitality Sector. 218-228 - B. S. A. S. Rajita, Bhanu Vikas Yaganti, Pritish Prashant Moharir, Deepa Kumari, Subhrakanta Panda:
An Effective Prediction of Events in Social Networks Using Influence Score of Communities. 229-236 - Susumu Yamasaki, Mariko Sasakura:
Logical Rule Set to Data Acquisition and Database Semantics. 237-244 - Efe Can Demir, Sencer Sultanoglu:
A Data-Driven Approach for Predictive Maintenance of Impellers in Flexible Impeller Pumps Using Prophet. 245-252 - Tomoko Kamimura, Risa Otsuka, Asaka Domoto, Hikofumi Suzuki, Mamino Tokita:
Objective Evaluation of Sleep Disturbances in Older Adults with Cognitive Impairment Using a Bed Sensor System and Self-Organizing Map Analysis. 253-258 - Andrea Colombo, Francesco Invernici:
BeRTo: An Efficient Spark-Based Tool for Linking Business Registries in Big Data Environments. 259-268 - Peiling Wang, Scott Shumate, Pinghao Ye, Chad Mitchell:
Recommendations of Research Articles by Experts: Visualizing Relationships and Expertise. 269-276 - Andrija Grbavac, Martin Angerbauer, Michael Grill, André Casal Kulzer:
Data-Driven Model Categorization: Advancing Physical Systems Analysis Through Graph Neural Networks. 277-284 - Dynil Duch, Madeth May, Sébastien George:
Students' Performance in Learning Management System: An Approach to Key Attributes Identification and Predictive Algorithm Design. 285-292 - Vincenza Carchiolo, Michele Malgeri:
Dataset Balancing in Disease Prediction. 293-300 - Heather E. Graham, Taoxin Peng:
A Comparison of the Efficiencies of Various Structured and Semi- Structured Data Formats in Data Analysis and Big Data Analytic Development. 301-308 - Xu Wang, Christopher Brewster:
Forgetting in Knowledge Graph Based Recommender Systems. 309-317 - Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, Wolfgang E. Nagel:
Towards Computational Performance Engineering for Unsupervised Concept Drift Detection: Complexities, Benchmarking, Performance Analysis. 318-329 - Sunilkumar Raghuraman, Daniel Baumann, Marc Schindewolf, Eric Sax:
Influential Factors on Drivetrain Consumption in Electric City Buses and Assessing the Optimization Potentials. 330-337 - Dániel Horváth, László Vidács:
Yet Another Miner Utility Unveiling a Dataset: CodeGrain. 338-345 - Silke Cuno, Philipp Lämmel:
Use of Semantic Artefacts in Agricultural Data-Driven Service Development. 346-357 - M. Estela Sousa Vieira, José C. López-Ardao, Manuel Fernández-Veiga:
Study of Impact of Gender on Engagement and Performance of Engineering Students. 358-367 - Jesús S. Aguilar-Ruiz, Matteo Fratini:
Random Neural Network Ensemble for Very High Dimensional Datasets. 368-375 - Oussama Mazari Abdessameud, Walid Cherifi:
Federated Road Surface Anomaly Detection Using Smartphone Accelerometer Data. 376-383 - Hajar Hakkoum, Ali Idri:
A Comparative Study on the Impact of Categorical Encoding on Black Box Model Interpretability. 384-391 - Thiago Mei Chu, Leila Weitzel, Paulo Quaresma:
Comparative Analysis of Hate Speech Detection Models on Brazilian Portuguese Data: Modified BERT vs. BERT vs. Standard Machine Learning Algorithms. 392-400 - Nadeem Iftikhar, Finn Ebertsen Nordbjerg:
Real-Time Equipment Health Monitoring Using Unsupervised Learning Techniques. 401-408 - Khadija Anejjar, Fatima Azzahra Amazal, Ali Idri:
Machine Learning Classification in Cardiology: A Systematic Mapping Study. 409-416 - Olivier Parisot, Mahmoud Jaziri:
Impact of Satellites Streaks for Observational Astronomy: A Study on Data Captured During One Year from Luxembourg Greater Region. 417-424 - Christine Markarian, Claude Fachkha:
Strategic Placement of Data Centers for Economic Analysis: An Online Algorithm Approach. 425-433 - Jean-Victor Autran, Véronique Kuhn, Jean-Philippe Diguet, Matthias Dubois, Cédric Buche:
Discretization Strategies for Improved Health State Labeling in Multivariable Predictive Maintenance Systems. 434-441 - Pedro M. Gonçalves, Miguel A. Brito, José Guilherme Cruz Moreira:
Failure Prediction Using Multimodal Classification of PCB Images. 442-449 - Sakher Khalil Alqaaidi, Elika Bozorgi, Afsaneh Shams, Krzysztof J. Kochut:
A Few-Shot Learning-Focused Survey on Recent Named Entity Recognition and Relation Classification Models. 450-459 - Yanchen Wang, Lisa Singh:
It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots. 460-470 - Robert Wagner, Dagmar Waltemath, Kristina Yordanova, Markus M. Becker:
Towards FAIR Data Workflows for Multidisciplinary Science: Ongoing Endeavors and Future Perspectives in Plasma Technology. 471-477 - Anis Charfi, Andria Atalla, Raghda Akasheh, Mabrouka Bessghaier, Wajdi Zaghouani:
A Web-Based Hate Speech Detection System for Dialectal Arabic. 478-485 - Sebastian Becker, Marcel Altendeitering:
Interoperable Open Data Platforms: A Prototype for Sharing CKAN Data Sources. 486-493 - Dimitrios Vagianos, Thomas Papatsas:
Twitter Metrical Data Analysis Using R: Twiplomacy in the Outbreak of the War in Ukraine. 494-504 - Henry O. Velesaca, Doménica Carrasco, Dario Carpio, Juan A. Holgado-Terriza, José M. Gutiérrez-Guerrero, Tonny Toscano Q, Ángel D. Sappa:
Anomaly Detection in Industrial Production Products Using OPC-UA and Deep Learning. 505-512 - Kléber Sánchez, Diego Vallejo-Huanga:
Prediction of Academic Success in a University and Improvement Using Lean Tools. 513-521 - Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano:
Machine Learning for KPI Development in Public Administration. 522-527 - Mia Y. Wang, Zhiwei Chu, Conner Entzminger, Yi Ding, Qian Zhang:
Visualization and Interpretation of Mel-Frequency Cepstral Coefficients for UAV Drone Audio Data. 528-534 - Jin Zhang, Shengkun Xie, Anna T. Lawniczak, Clare Chua-Chow:
Spatial and Spatio-Temporal Modelling of Auto Insurance Claim Frequencies During Pre-and Post-COVID-19 Pandemic. 535-542 - Jana Martínková, Marek Suchánek:
Towards Semantic Data Management Plans for Efficient Review Processing and Automation. 543-550 - Camilla Scapicchio, Silvia Arezzini, Maria Evelina Fantacci, Antonino Formuso, Aafke Christine Kraan, Enrico Mazzoni, Sara Saponaro, Maria Irene Tenerani, Alessandra Retico:
Integration and Optimization of XNAT-Based Platforms for the Management of Heterogeneous and Multicenter Data in Biomedical Research. 551-558 - Michael Steinert, Daniel Tebernum, Marius Hupperz:
Design Features for Data Trustee Selection in Data Spaces. 559-570 - Giulia Biagioni:
Visualizing OWL and RDF: Advancing Ontology Representation for Enhanced Semantic Clarity and Communication. 571-576 - Vincenza Carchiolo, Michele Malgeri:
Navigating the AI Timeline: From 1995 to Today. 577-584 - Sebastian Unger, Zafer Bayram, Laura Anderle, Thomas Ostermann:
Random Forest Classification of Cognitive Impairment Using Digital Tree Drawing Test (dTDT) Data. 585-592 - Rob E. Loke, F. Betten:
Presence of Corporate Reputation Cues in Company Vacancy Texts Boosts Vacancy Attractiveness as Perceived by Employees. 593-604
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