Recent Challenges in Intelligent Information and Database Systems

16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part I
Herausgegeben:Nguyen, Ngoc Thanh; Chbeir, Richard; Manolopoulos, Yannis; Fujita, Hamido; Hong, Tzung-Pei; Nguyen, Le Minh; Wojtkiewicz, Krystian

• Broschiertes Buch

Produktbeschreibung

This book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15-18, 2024.

The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows:

Part One: AI-driven Cybersecurity Solutions; AI-driven Medical Analytics; Computational Intelligence; and Data Modelling and Information Systems.

Part Two: Image and Video Processing; Prediction and Recommendation Systems; and Text, Speech and Natural Language Processing.

Produktdetails

• Communications in Computer and Information Science 2144
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-97-5936-1
• 2024
• Seitenzahl: 396
• Erscheinungstermin: 13. August 2024
• Englisch
• Abmessung: 235mm x 155mm x 22mm
• Gewicht: 599g
• ISBN-13: 9789819759361
• ISBN-10: 9819759366
• Artikelnr.: 71171479

Inhaltsangabe

.- AI-driven Cybersecurity Solutions.

.- Security aspects of digital identity.

.- Efficient Deep Learning Method For Detection Of Malware Attacks In Internet Of Things Networks.

.- A Deep Neural Networks approach for Speaker Verification on Embedded Devices.

.- Phishing Detection Using Ensemble of Classifiers.

.- An Effective Ensemble Classification Algorithm for Intrusion Detection System.

.- Mean-Square Consensus of Second-Order Multi-Agent Systems with Semi-Markov Switching for Non-periodic DoS attacks.

.- AI-driven Medical Analytics.

.- An Attention-Driven Hybrid Network for Survival Analysis of Tumorigenesis Patients Using Whole Slide Images.

.- A Deep Learning Approach to Diabetes Diagnosis.

.- A novel approach for Medical E-Consent: Leveraging Language Models for Informed Consent Management.

.- Multi-scale and Multi-level Attention based on External knowledge in EHRs.

.- Exploring XAI attention maps to investigate the effect of distance metric and lesion-shaped border expansion size for effective
content-based dermatological lesion retrieval.

.- D-MiQ: Deep Multimodal Interactive Healthcare Query expansion approach for web search engines retrieval effectiveness.

.- Computational Intelligence.

.- Complexity of Transforming Decision Rule Systems into Decision Trees and Acyclic Decision Graphs.

.- Depth of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes.

.- Gradient Overdrive: Avoiding Negative Randomness Effects in Stochastic Gradient Descent.

.- Blockchain-based Educational Certification Systems Using A Modified Hash Algorithm.

.- The Merged Longest Common Increasing Subsequence Problem.

.- Applying transformation to reduce model sizes for Constrained Optimization Problems.

.- Multiple Traveling Salesman Problem with a Drone Station: Using Multi-Package Payload Compartments.

.- Unveiling the power of hybrid balancing techniques and ensemble stacked and blended classifiers for enhanced churn prediction.

.- Improvement of a Forward Reasoning Engine FreeEnCal for Trust Reasoning.

.- A structure based on B+trees to represent a large number of k-multisets stored in non-volatile memory.

.- Optimizing Option Short Strangle Strategies through Genetic Algorithm.

.- Data modelling and information systems.

.- Optimizing Airline Pilots Training Plans: A Mixed Integer Linear Programming Approach.

.- Towards an Ontological Approach for Verifying the Well-Formedness of Training Programs.

.- Novel Knowledge Graph-Based Modeling for Vulnerability Detection in the Internet of Medical Things.

.- Functional test generation based on requirements defined at GUI level.

.- Penetration Testing and Security Assessment Model for Biomedical Devices.

.- Cooperative User Interface for AGV - Proof of Concept.