07086nam a22006735i 4500 978-981-97-5937-8 DE-He213 20251030112851.0 cr nn 008mamaa 240812s2024 si | s |||| 0|eng d 9789819759378 978-981-97-5937-8 10.1007/978-981-97-5937-8 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Recent Challenges in Intelligent Information and Database Systems [electronic resource] : 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15–18, 2024, Proceedings, Part I / edited by Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XXX, 363 p. 120 illus., 86 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2144 -- 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. Artificial intelligence. 58441 Computer engineering. Computer networks . 60157 Image processing Digital techniques. 64228 Computer vision. Social sciences Data processing. 65741 Artificial Intelligence. 58441 Computer Engineering and Networks. Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Computer Communication Networks. 65689 Computer Application in Social and Behavioral Sciences. 65743 Nguyen, Ngoc Thanh. editor. (orcid)0000-0002-3247-2948 https://orcid.org/0000-0002-3247-2948 edt http://id.loc.gov/vocabulary/relators/edt Chbeir, Richard. editor. (orcid)0000-0003-4112-1426 https://orcid.org/0000-0003-4112-1426 edt http://id.loc.gov/vocabulary/relators/edt 70395 Manolopoulos, Yannis. editor. (orcid)0000-0003-4026-4329 https://orcid.org/0000-0003-4026-4329 edt http://id.loc.gov/vocabulary/relators/edt 70398 Fujita, Hamido. editor. (orcid)0000-0001-5256-210X https://orcid.org/0000-0001-5256-210X edt http://id.loc.gov/vocabulary/relators/edt 80266 Hong, Tzung-Pei. editor. (orcid)0000-0001-7305-6492 https://orcid.org/0000-0001-7305-6492 edt http://id.loc.gov/vocabulary/relators/edt Nguyen, Le Minh. editor. (orcid)0000-0002-2265-1010 https://orcid.org/0000-0002-2265-1010 edt http://id.loc.gov/vocabulary/relators/edt 78261 Wojtkiewicz, Krystian. editor. (orcid)0000-0002-7851-4330 https://orcid.org/0000-0002-7851-4330 edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819759361 Printed edition: 9789819759385 Communications in Computer and Information Science, 1865-0937 ; 2144 66508 https://doi.org/10.1007/978-981-97-5937-8 ZDB-2-SCS ZDB-2-SXCS 62422 62422