IARIA Congress 2024, The 2024 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications

Type: conference

Notes: IARIA Conference.

Editors:
Timothy T. Pham, Jet Propulsion Laboratory - California Institute of Technology, USA
Ejike Nwokoro, HealthNet, UK

ISBN: 978-1-68558-180-0

Location: Porto, Portugal

Dates: from June 30, 2024 to July 4, 2024

Articles: there are 33 articles

Using Artificial Intelligence for Object Localization in Autonomous Vehicles
Xiaobo Liu-Henke, Sven Jacobitz, Marian Göllner, and Taihao Li
keywords: autonomous vehicles; artificial intelligence; object localization; machine learning; validation of AI algorithms; real-time systems.

Complementing the Impact and Economic Potential of Patient Support Programs through Artificial Intelligence (AI) Augmentation
Daniela Zanni, Joshua Hinton, and Ejike Nwokoro
keywords: Patient Support Program; medication adherence, artificial intelligence; predictive analysis.

Physician Awareness of Cybersecurity risks and the Barriers to Implementation of Cybersecurity Measures in a Private Healthcare Setting
Njideka Nto and Ejike Nwokoro
keywords: cybersecurity; physician awareness; healthcare; personal health information; health data breach.

Patient-Provider Communication Technologies, Patient Preferences and Medication Adherence: An In-depth Analysis
Ben Malin, Joshua Hinton, Ejike Nwokoro, and Tatiana Kalganova
keywords: medication adherence; healthcare; homecare; communication; engagement; digital health.

Fostering Trust and Quantifying Value of AI and ML
Dalmo Cirne and Veena Calambur
keywords: artificial intelligence, machine learning, trust, game theory.

Phytopathogenic Status Induced by Xylella Fastidiosa in Olive Groves in Southern Italy Revealed by Visibility Graph Analysis of MODIS Satellite Evapotranspiration Time Series
Luciano Telesca and Rosa Lasaponara
keywords: Visibility graph; network analysis; MODIS; evapotranspiration; Xylella Fastidiosa.

Alienation in Work - A Comparative Quantative Analysis of On-Site vs. Home Office Environments
Niklas Groffner
keywords: Work Alienation; Remote Work; Marxian Theory; Self-Alienation; Digital Work Environments; Employee Well being.

Robust Power Prediction of Wind Turbine using Error Detection, Clustering-Based Imputation and Physics-Informed Learning
Swayam Mittal, Vishwaas Narasinh, Nikhil Kulkarni, Remish Minz, Nilanjan Chakravortty, and Prateek Mital
keywords: wind farm, anomaly detection, power prediction, machine learning, clustering, physics-informed learning.

A Greedy Approach for Controller Placement in Software-Defined Networks for Multiple Controllers
Stavroula Lalou, Georgios Spathoulas, and Sokratis Katsikas
keywords: Software Defined Networks, multiple controllers, con- toller placement, latency

Add on Navigation & Control System for Outdoor Autonomous Wheelchairs for Physically and Mentally Challenged People
Ali Alouani, Kadyn Brady, and Tarek Elfouly
keywords: Physically challenged people; mentally challenged people; autonomous; deep learning; electric wheelchair; navigation and control.

A Process-Oriented Decision Support System for Sustainable Urban Development Strategies
Claudia Pedron, Matthias Baldauf, Rainer Endl, and Melanie Rickenmann
keywords: urban planning; sustainable urban development strategies; digital guide for political decision-makers; decision support system for urban development strategies.

A Study on Lightweight Sensing Data Verification Scheme for WICN with Blockchain
Shintaro Mori
keywords: Wireless information-centric networking; Blockchain; Lightweight data verification scheme.

Audio vs. Visual Approach to Monitor the Critically Endangered Species Atlapetes blancae: Developing Deep Learning Models with Limited Data
Julian D. Santamaria P, Jhony H. Giraldo, Angelica Diaz-Pulido, and Claudia Isaza
keywords: Atlapetes blancae identification; Computer vision; Bioacoustics; Passive monitoring.

The Conceptual Architecture Requirements for French Digital Building Logbook
Alan Martin Redmond
keywords: Requirements, Stakeholder Needs, Interfaces, Architecture Analysis, System Engineering, MBSE.

Avatars and Identity in the Metaverse: Navigating the Potentials and Pitfalls of Digital Self-Representation
Myrto Dimitriou and Leonie Hallo
keywords: Metaverse; avatars; self-expression; identity; well-being.

Towards BIM-integrated Labour Productivity Measurement
Pauline Harou and Samia Ben Rajeb
keywords: construction sector; BIM, labour productivity; performance monitoring; human-centred approach.

Database Technology III: Knowledge Graphs and Linked Data
Malcolm Crowe and Fritz Laux
keywords: semantic web; linked data; knowledge graphs; relational database; knowledge management; database management system; property graph; information integration.

Prediction of Centroid Pixel Values in Image Triangulations Using a Graph Neural Network
Luka Lukač, Andrej Nerat, Damjan Strnad, Filip Hácha, and Borut Žalik
keywords: image processing; Delaunay triangulation; machine learning; Graph Neural Network; interpolation.

Real-time Optimization of Testbeds for Cloudified Radio Access Networks Using Artificial Intelligence
Animesh Singh, Chen Song, Jiecong Yang, and Sahar Tahvili
keywords: Software Testing; C-RAN; Testbed; Artificial Intelligence; Optimization; Reinforcement Learning.

Symbolic Unfolding of Similarity-based Fuzzy Logic Programs
Ginés Moreno and José Antonio Riaza
keywords: Fuzzy Logic Programming; Similarity; Symbolic Unfolding.

A Comparative Study of Computational Intelligence Methods for Audio Analysis in Animal Identification within Tropical Ecosystems
Maria Jose Guerrero Muriel, Santiago Taborda Diosa, Juan Manuel Daza Rojas, and Claudia Victoria Isaza Narvaez
keywords: Machine learning, Deep learning, Clustering, Bioacoustics, Soundscape, Species identification.

Optimising Value Creation in Service System Design: Digital Twin of the Organisation for Customer Journeys
Uwe V. Riss and Wolfgang Groher
keywords: digital twin of the organisation; insight engine; customer journey representation; value of digital applications; service-oriented activity systems.

Identifying the Invisible: A Comprehensive Approach to Distinguishing Software Bots
Zhixiong Chen and Deming Chen
keywords: Software Bot, Identification, Invariant, Registrar, Verifiable Credentials, Portfolio Artifacts.

Camera Model Identification Using Audio and Visual Content from Videos
Ioannis Tsingalis, Christos Korgialas, and Constantine Kotropoulos
keywords: Camera Model Identification (CMI); Convolutional Neural Networks (CNNs); Sum and Product Fusion Rules; Statistical Testing; Multimedia Forensics.

Using Security Metrics to Improve Cyber-Resilience
Tobias Eggendorfer and Katja Andresen
keywords: Security Metrics; Quality Metrics; Software Security; Software Quality, Cyber-Security; Cyber-Resillience.

Automatic Assessment of Student Answers using Large Language Models: Decoding Didactic Concepts
Daniel Schönle, Christoph Reich, Djaffar Ould Abdeslam, Daniela Fiedler, Ute Harms, and Johannes Poser
keywords: machine learning; efficiency; linguistic; text classification; assessment.

Surface Defect Detection System for AI Vision-Based Press Formed Products
Dong Hyun Kim, Seung Ho Lee, and Jong Deok Kim
keywords: Surface Detection; Press Formed Product; Anomaly Detection.

Bus Indoor Situation Monitoring System Based on Congestion Model Using Lightweight Platform
Dong Hyun Kim, Yun Seob Kim, and Jong Deok Kim
keywords: Congestion model, Indoor situation monitoring, Lightweight platform.

Prediction of Residential Building Energy Star Score: A Case Study of New York City
Fan Zhang, Baiyun Chen, Fan Wu, and Ling Bai
keywords: Machine learning, Regression, Data analysis, Model evaluation.

Security and IoT Applications of the Cryptosystem TinyJambu
Amparo Fuster-Sabater and Maria Eugenia Pazo-Robles
keywords: Lightweight cryptography; TinyJambu; IoT; stream cipher; randomness.

Exploring Cooperative Positioning and Dynamic Base Stations for Potential Vehicular Positioning Accuracy Improvement: A Comprehensive Approach
Tânia Guedes, Fabricio Botelho, Ivo Silva, Helder Silva, and Cristiano Pendão
keywords: Cooperative Positioning; Machine Learning; Localization; GNSS.

A Comparative Analysis of CPU and GPU-Based Cloud Platforms for CNN Binary Classification
Taieba Tasnim, Mohammad Rahman, and Fan Wu
keywords: CNN; CPU; GPU; Cloud.

K-Area: An Efficient Approach to Approximate the Spatial Boundaries of Mobility Data with k-Anonymity
Maël Gassmann, Annett Laube, and Dominic Baumann
keywords: Mobility Data; Privacy; Indistinguishability.