Proceedings of the BigDaCI 2025 + CSC 2025 + EH 2025 Lisbon, Portugal, 23 – 25 July 2025 Edited by Ajith Abraham, Guo Chao Peng and Pedro Isaías ISBN (Book): 978-989-8704-70-2 ISBN (CD-ROM):

Titles Published in This Volume

OBJECT SEGMENTATION BASED DEEP LEARNING MODELS: A REVIEW AND A BENCHMARKING STUDY
Rajaa Miftah, Mostafa Hanoune and Mohssine Bentaib

PREDICT AND ESTIMATE THE CURRENT STOCK PRICES WITH POPULAR MACHINE LEARNING ALGORITHMS
Ying Bai and Dali Wang

ANALYSIS OF THE CORRELATION BETWEEN MORTALITY RATES AND THE HEALTHCARE WORKFORCE IN SOUTH KOREA
Chanyoo Kim and Emanuel Santos

DEEP NEURAL NETWORKS FOR IMAGE CLASSIFICATION: A COMPARATIVE STUDY AND BENCHMARKING
Rajaa Miftah, Mostafa Hanoune and Mohssine Bentaib

A FOCUSED APPROACH FOR SPEECH EMOTION RECOGNITION IN REAL-WORLD ENVIRONMENTS
Giuseppe Lentini, Paolo Ranzi, Isabella Della Torre, Ismaela Avellino, Andrea Buccoliero and Antonio Colangelo

COMPARATIVE STUDY OF ALGORITHMS FOR PREDICTION OF WEATHER CONDITIONS
Zirije Hasani, Alejna Zurnagji, Alejna Tashkeren, Bledi Buduri, Diellza Muqaj and Endrit Shemsedini

KPIS FOR THE GOVERNANCE AND STRATEGIC MANAGEMENT OF A PUBLIC APPLICATION PARK
Efrem Mbaki Luzayisu and Stephan Tshitende Kalomba

INVESTIGATING VISUAL VIDEO COMPONENTS IN THE CONTEXT OF HYPERSTIMULATION IN CHILDREN’S VIDEOS
Binh Minh Tran and Emanuel Santos

INTELLIGENT SYSTEMS PLATFORM ENHANCED BY DIGITAL TWINS AND GENERATIVE AI TOWARDS TO ON-INDUSTRY EXPERIMENTATION
João Pedro Fusco

SMART HERITAGE: ADVANCED TECHNOLOGIES FOR SUSTAINABILITY IN HISTORIC CENTERS
Stefania De Medici and Giuseppe Cataldi

AGENTIC SMART CITY SIMULATOR FROM USER LOCALE DATA
Akash Sahoo and Rabi Mahapatra

MONITORING BEHAVIOURAL CHANGE IN TO-BE-CLIMATE-NEUTRAL SMART CITIES ADAPTING THE TRANSTHEORETICAL MODEL OF BEHAVIOUR CHANGE (TTM)
Rohit Mondal, Sabrina Bresciani and Francesca Rizzo

STANDARDIZATION OF SMART CITY SENSOR NETWORKS: USE-CASE-SPECIFICITY AND DATA FORMATS AS KEY ASPECTS
Johannes Sautter, Rebecca Kreuz, Frederic Schubert, Ekaterina Dobrokhotova, Andreas Helsper, Philipp Lämmel and Adrian Föhl

DOES SMART CITY CONSTRUCTION PROMOTE SUSTAINABLE DEVELOPMENT GOALS? A CROSS-COUNTRY EMPIRICAL STUDY
Jinghua Yin, Haiying Song and Chunlan Zhao

FEDERATED LEARNING WITH TRANSFORMER-BASED REINFORCEMENT LEARNING FOR SMART CITY SECURITY
Laila Alterkawi and Mokhled Altarawneh

FALL TRAJECTORIES IN OLDER ADULTS: PATTERNS, PREDICTORS AND OUTCOMES FROM A 6-YEAR FOLLOW-UP STUDY
Amadou M. Djiogomaye Ndiaye, Michel Harel, Laurent Billonnet and Achille Tchalla

YOUDEN'S J STATISTIC IN CONSTRUCTING A DECISION TREE CLASSIFIER FOR MEDICAL DIAGNOSTIC REASONING
Irosh Fernando

DIABETICA: A PERSONALIZED AI-POWERED PLATFORM FOR DIABETES MANAGEMENT
Mahmoud El Hamlaoui, Rdouan Faizi, Bouchaib Bounabat, Haitam El Hayani and Afraa Bouzgoura

WEARABLE SENSORS FOR STRESS MONITORING IN MENISCUS INJURY REHABILITATION
Catarina de Sá Baio Pires, Fernando José Velez, Paulo Jorge Coelho, António Oseas Pataca and Ivan Miguel Pires

MODELING VIOLENT DEATH RATES: AN EXPLAINABLE AI ANALYSIS OF THE ASSOCIATION BETWEEN SOCIAL AND HEALTHCARE SERVICES AND HOMICIDE, SUICIDE, AND SUBSTANCE CAUSED DEATH
Qing Zeng-Treitler, Yijun Shao, Ryan Wu, Adnan Lakdawala, Alicia Jones, Megan Koch, Yingxuan Liu, Lori Post and Maryann Mason

VALIDATING MAINTAINABILITY OF OPEN-SOURCE EHR SYSTEMS USING ISO STANDARDS: AN OPENMRS CASE STUDY
Marianne Lodvir Hemsing

PREDICTING SMALL DATA SEQUENCES WITH MISSING VALUES IN HEALTHCARE: FREQUENTIST VS BAYESIAN APPROACH
Alexandra Vatian, Ivan Tomilov, Keram Goguev and Natalia Gusarova

SMART TEXTILES FOR HEALTH MONITORING IN INDUSTRIAL ENVIRONMENTS: A FRAMEWORK FOR WEARABLE SENSOR INTEGRATION
Bruna Abreu Vilarinho, André Ferreira Costa Vieira, João Nunes-Pereira, João Miguel Nunes Parente, Ivan Miguel Pires and Fernando José Velez

DEVELOPMENT OF A DIGITAL TOOL FOR SHOWING TEST RESULTS FROM CERVICAL CANCER SCREENING
Jiaxin Li, Ophelia Prillard, Sandra Klonteig and Volker Hoffmann

QUALITY REQUIREMENTS FOR LARGE LANGUAGE MODELS IN CLINICAL SETTINGS: A SCOPING REVIEW
Theresa Thien Thanh Do Huynh, Uffe Kock Wiil and Ali Ebrahimi

COMPARING DEEP LEARNING MODELS USED FOR IMAGE CLASSIFICATION ON PATTERNS ON DRESSED CLOTHING
Marian Sousan, Sofia Azam and Nic Herndon

A DESIGN OF ELDERLY CARE MONITORING SYSTEM USING MULTI-MODAL SENSORS
Sumin Kim, Sangwon Nam, Jimin Seo, Seohee Cho and Junho Jeong

ARTIFICIAL REASONING FOR DIAGNOSIS SYSTEMS
Yamine Klioui, Mohamed Frendi, Pierre-Jean Charrel and Malik Si-Mohammed

INTEGRATING LOCAL CLIMATE ZONES AND 3D URBAN DATA TO ANALYZE THE SPATIAL DISTRIBUTION OF POTTED GREENERY IN CHIAYI CITY, TAIWAN
Yu Cheng Chen and Jia Chen Zou

IMPROVING CITIZEN PARTICIPATION IN SMART CITIES: A LEGAL PERSPECTIVE ON THE NEED OF ADAPTING PROCESSES AND THE ROLE OF EMERGING TECHNOLOGIES
José Miguel Lucas

A CONCEPT UTILITY FRAMEWORK FOR INCREMENTAL ONTOLOGY EXPANSION
Naren Khatwani, Lijing Wang and James Geller

GENDER IMBALANCE IN AAL-FUNDED PROJECTS: A HIDDEN BARRIER TO MARKET SUCCESS
Cosmina Paul and Alexandra Dobre

TOWARDS FORMALIZED STUDY PARAMETERS FOR MEDICAL RESEARCH
Carolin Poschen, Britta Berens and Konstantin Knorr

QUANTIFYING THE IMPACT OF SOCIAL DETERMINANTS ON THE DEMAND FOR HEALTHCARE SERVICES
Michael Renda, Fatima Yusuf, Rosemina Vohra, Soon Ae Chun and James Geller

EVALUATING LARGE LANGUAGE MODEL PROMPTING STRATEGIES FOR EXTRACTING BEHAVIORAL CHARACTERISTICS OF VIOLENT OFFENDERS
Jonah Treitler, Gabriella Danziger, Matthew Marshall, Mohammad Hassan, Alexander Lundberg and Lori Post

TOWARDS AN EFFICIENT SELECTION OF KEY CHARACTERISTIC PARAMETERS FOR THE PREDICTION OF FALLS IN THE ELDERLY
Amadou M. Djiogomaye Ndiaye, Michel Harel, Laurent Billonnet and Achille Tchalla

TEN REASONS TO SUPPORT OPEN-SOURCE E-HEALTH TECHNOLOGY
John Kildea

CLASSIFICATION OF SCREENING AUDIOGRAM USING DEEP LEARNING
How-Ran Guo, Chi-Ping Su and Shao-Wei Yang

Z-INFORMATION BASED BIG DATA ANALYTICS PLATFORM SELECTION
Konul Jabbarova and Alehsan R. Aliyev

ENHANCING ADHD SCREENING WITH AN INTERPRETABLE MACHINE LEARNING AND ITEM RESPONSE THEORY FRAMEWORK
Débora M. Miranda, Pedro Loures, Gisele L. Pappa, Alexandre. L. O. Serpa, Wagner Meira Jr and Marco A. Romano-Silva

IMPLEMENTATION OF TELEOPHTHALMOLOGY IN MINAS GERAIS - BRAZIL: EARLY DETECTION OF OCULAR COMPLICATIONS IN DIABETIC USERS IN PRIMARY HEALTH CARE
Rosângela Durso Perillo, Mariana Abreu Caporali de Freitas, Johan Alejandro Vega Castañeda, Luana da Silva Jorge, Luiz Carlos Molinari-Gomes and Alaneir de Fátima dos Santos

EARLY STROKE DETECTION USING CONVOLUTIONAL NEURAL NETWORKS BASED ON LONGITUDINAL TEMPORAL ELECTRONIC HEALTH RECORDS
Chia-Hui Chien, Ting Ting Ko, Xiaohong W. Gao, Yung-Chun Chang and Yu-Chuan Li

DECISION SUPPORT SYSTEMS IN E-HEALTH: INCORPORATION OF TELECONSULTATIONS INTO THE ASSISTANCE FLOW
Alaneir de Fátima dos Santos, Eliane Maria de Sena Silva, Mariana Abreu Caporali de Freitas, Rosângela Durso Perillo and Shirley Pereira de Almeida