Recent challenges in intelligent information and database systems Part 1
.- 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...
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| Weitere Verfasser: | , , , , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Singapore
Springer
2024
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| Schriftenreihe: | Communications in computer and information science
2144 |
| Schlagworte: |
Artificial intelligence
> Bildverarbeitung
> COMPUTERS / Artificial Intelligence
> COMPUTERS / Computer Science
> COMPUTERS / Data Processing / Optical Data Processing
> COMPUTERS / Hardware / Network Hardware
> Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
> Image processing
> Information technology: general issues
> Künstliche Intelligenz
> Network hardware
> Netzwerk-Hardware
> Social research & statistics
> Konferenzschrift
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| Zusammenfassung: | .- 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. 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 |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xxx, 363 Seiten Illustrationen, Diagramme |
| ISBN: | 9789819759361 978-981-97-5936-1 |