LEADER 04355nam 22005535 450 001 9911015969703321 005 20251111211214.0 010 $a3-031-96099-8 024 7 $a10.1007/978-3-031-96099-4 035 $a(MiAaPQ)EBC32226511 035 $a(Au-PeEL)EBL32226511 035 $a(CKB)39672123500041 035 $a(DE-He213)978-3-031-96099-4 035 $a(OCoLC)1544962334 035 $a(EXLCZ)9939672123500041 100 $a20250718d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComplex, Intelligent and Software Intensive Systems $eProceedings of the 19th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2025), Volume 1 /$fedited by Leonard Barolli, Tomoya Enokido, Isaac Woungang 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (466 pages) 225 1 $aLecture Notes on Data Engineering and Communications Technologies,$x2367-4520 ;$v260 311 08$a3-031-96098-X 327 $aA Study on Measurement and Analysis of Harbor Garbage at Night Using Artificial Intelligence Algorithms -- Leveraging Explainable Artificial Intelligence for Colorectal Cancer Prediction Result Analysis on Metagenomic Data -- AD-ZeroNAS: Zero-Shot Proxies for Efficient Neural Architecture Search via Activation Diversity Function on Histopathological Use Cases -- CARL: Efficient Deep Reinforcement Learning via Contrastive Replay -- Optimizing Head Movement Classification Under Varying Lighting Using Spatial and Channel Attention in EfficientNet v2 -- Building Ontology from Requirement Boilerplates Using Natural Language Processing -- Hydro-Net: Integrating AI and Satellite Imagery for Precision Canal Building -- Evaluating Machine Learning Models for Predicting NCAA Division I Basketball Wins -- Comparing LLM-Based Query Rewriting Strategies within RAG pipelines for Domain-Routed Legal Question Answering -- Gold Price Analysis based on Machine Learning. 330 $aThis book aims to deliver a platform of scientific interaction between the three interwoven challenging areas of research and development of future ICT-enabled applications: Software intensive systems, complex systems, and intelligent systems. Software intensive systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive systems, telecommunication systems, embedded systems in general, industrial automation systems, and business applications. Moreover, the outcome of web services delivers a new platform for enabling software intensive systems. Complex systems research is focused on the overall understanding of systems rather than their components. Complex systems are very much characterized by the changing environments in which they act by their multiple internal and external interactions. They evolve and adapt through internal and external dynamic interactions. The development of intelligent systems and agents which can be characterized by ontologies and their logical foundations builds a fruitful impulse for both software intensive systems and complex systems. Recent research in the field of intelligent systems, robotics, neuroscience, artificial intelligence, and cognitive sciences are very important factors for the future development and innovation of software intensive and complex systems. 410 0$aLecture Notes on Data Engineering and Communications Technologies,$x2367-4520 ;$v260 606 $aComputational intelligence 606 $aEngineering$xData processing 606 $aDynamics 606 $aNonlinear theories 615 0$aComputational intelligence. 615 0$aEngineering$xData processing. 615 0$aDynamics. 615 0$aNonlinear theories. 676 $a006.3 700 $aBarolli$b Leonard$0846885 701 $aEnokido$b Tomoya$01752542 701 $aWoungang$b Isaac$0846886 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911015969703321 996 $aComplex, Intelligent and Software Intensive Systems$94408266 997 $aUNINA