Disruptive Information Technologies for a Smart Society : Proceedings of the 13th International Conference on Information Society and Technology (ICIST) / edited by Miroslav Trajanovic, Nenad Filipovic, Milan Zdravkovic.

Format:

Book

Author/Creator:

Filipović, Nenad, author.

Zdravkovic, Milan, author.

Contributor:

Trajanovic, Miroslav, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 872

Language:

English

Subjects (All):

Engineering--Data processing.

Engineering.

Software engineering.

Computational intelligence.

Data Engineering.

Software Engineering.

Computational Intelligence.

Local Subjects:

Data Engineering.

Software Engineering.

Computational Intelligence.

Physical Description:

1 online resource (533 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book aims at meeting the challenge of getting along with today’s unprecedented rate of innovation supported by disruptive digital technologies, which changed the perception of the productivity and effectiveness and opened a gateway to more than ever dynamic advances in solving the important societal challenges. "Disruptive Information Technologies for a Smart Society" is the proceedings book of the 13th International conference for information society and technologies that brings together experts from various fields to discuss the latest advancements in software engineering, machine learning, digital water, and ICT for health and sport. The book and the conference serve as a platform for researchers of all career stages in technical sciences, especially Ph.D. students, practitioners, and industry experts in health care, energy, Fintech, AI, and other areas to share and learn on the cutting-edge technologies and stay at the forefront of these rapidly evolving fields.

Contents:

Part I: ICT for Health, Well-being and Sport

Prediction of coronary plaque progression using data mining and artificial neural networks

Rule-Based System For Pregnancy Monitoring

Finite element analysis of myocardial work in cardiomyopathy

Saccade Identification During Driving Simulation from Eye Tracker Data with Low-sampling Frequency

Digital Technologies to support the Decision-Making Process for Dental Implants Treatment Planning

SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale Modelling

The Importance of Genetic and Clinical Data features in Risk Stratification of Patients with Hypertrophic Cardiomyopathy

Haptic user interface for biomechanical feedback in aquatic sports: usability study

Overview of Deep Learning Retinal Vessel Segmentation Methods from Fundus Images

Convolutional Neural Network for Atherosclerotic Plaque Multiclass Image Segmentation in Transverse Ultrasound Images of Carotid Artery

Part II: Applied Artificial Intelligence

Using AutoML for AI service deployment

Comparison of Deep Learning Algorithms for Facial Keypoints Detection

Artificial Intelligence in Public Administration and Business Sector: A Bibliometric Review in Comparative Perspective

Machine Learning Model as a Service in Smart Agriculture Systems

A semi-supervised framework for anomaly detection and data labeling for industrial control systems

Multilingual transformer and BERTopic for short text topic modeling: the case of Serbian

Evaluation of head-up display for conditionally automated vehicles

Visual programming support for the explainable artificial intelligence

Multi-criteria decision making in turning operations using AHP, TOPSIS and WASPAS methods

CNN-Based Object Detection for Robot Grasping in Cluttered Environment

Performance Prediction of bio-inspired Compliant Grippers using Machine Learning Algorithms

Part III:Digital Water

HPC-based decision support system for remediation works on a dam

Analysis of seepage through an embankment dam within the framework of hydropower system resilience assessment

Statistical method for the DDF curves estimation under changing climate

Technology platform for hydroinformatics systems

Part IV:Computer Based Learning

Novel approach for education in biomedical engineering based on atomic learning

Ontology development approach adopting analogy and competency questions

Educational system for demonstrating Remote attacks on Android Devices

CRETE – Code REview Tool for Education

The architecture of citizen science open data repository based on version control platforms

Automatic Population of Educational Ontology from Course Materials

Visual Question Answering - VizWiz challenge

Part V:Digitalization in Energy sector

Hybrid Approach in Thermal Demand Forecasting of a Building

Digital solution to estimate solar power potential of rooftops in city of Belgrade

Platform for efficient building operation and Demand Response flexibility provision

Framework for optimizing neural network hyper parameters for accurate wind production forecasting

Demand-side optimization of hybrid energy systems with heat pumps

Scalable real-time simulation of electrical power system models in the cloud

Part VI:Advanced Information Systems

Relying on E-Contracting and Smart Contracts to Facilitate Legally Enforceable Conformance Checking in Collaborative Production

Can memes beat the market? A roadmap to forecasting financial asset returns by using social media data and Machine Learning

Access control in a distributed micro-cloud environment

E-Government Requirements Specification Based on BPMN

Towards a Formal Specification and Automatic Execution of ETLs in Cross-Organizational Business Processes

Task queue implementation for edge computing platform

Authentication and identity management based on zero trust security model in micro-cloud environment

Supporting Integrative Code Generation with Traceability Links and Code Fragment Integrity Checks

Model for Evaluating Points-to Analysis in GraalVM Native Image Using Instrumentation-based Profiling

A Reference Architecture for Secure IoT.

Other Format:

Print version: Trajanovic, Miroslav Disruptive Information Technologies for a Smart Society

ISBN:

9783031507557

303150755X