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Computer Science and Information SystemsPublisher: ComSIS Consortium, Novi SadISSN: 1820-0214Issue: 22_4Date: 2025Journal Homepage Editorial BoardImpressum   Editorial   Mirjana Ivanović, Miloš Radovanović and Vladimir Kurbalija   MSC: 68-00 68-02 Guest Editorial: Emergences in Computing and Information Technologies: Towards a Sustainable Wellbeing Environment   Jia-Wei Chang, Hwa-Young Jeong, Nigel Lin and Mirjana Ivanovic   MSC: 68-00 68-02 FAP: A Time Series Analysis and Mining Framework for Scientific and Practical Applications 1379 - 1403 Zoltán Gellér, Vladimir Kurbalija and Mirjana Ivanović   AbstractKeywords: time series; data mining; open source; software library; JavaMSC: 62M10 62H30 VSAF: Verifiable and Secure Aggregation Scheme for Federated Learning in Edge Computing 1405 - 1432 Shiwen Zhang, Feixiang Ren, Wei Liang, Kuanching Li and Al-Sakib Khan Pathan   AbstractKeywords: Federated Learning; Privacy-preserving; Correctness Verification; Edge ComputingMSC: 68T10 94C15 Augmented Reality Mobile Application as a Support in Presentation of Orthodox Iconography 1433 - 1456 Dušan Tatić, Radomir Stanković, Detelin Luchev, Maxim Goynov and Desislava Paneva-Marinova   AbstractMSC: 65D18 68T10 Federated Learning with Committee Mechanism for Class Imbalance 1457 - 1482 Lang Wu and Yi Dong   AbstractKeywords: Federal Learning; Committee; Imbalance DateSet; Transcendence Co-efficient; Reliability Value CriterionMSC: 68M14 62H30 Data-Driven Traffic Management: Enhancing Road Safety through Integrated Digital Twin Technology 1483 - 1508 Miloš Durković, Petar Lukovac, Demir Hažić, Dušan Barać and Zorica Bogdanović   AbstractKeywords: smart mobility; digital twins; machine learning; IVMS; road safetyMSC: 68T10 62H30 Fire Detection Models Based on Attention Mechanisms and Multiscale Features 1509 - 1532 Shunxiang Zhang, Meng Chen, Kuan-Ching Li, Hua Wen and Liang Sun   AbstractKeywords: Fire detection;YOLO;Feature fusion; dynamic sparse attention;Multi-scale featuresMSC: 68T10 62M45 Defining the Attractiveness Concept for Cyber Incidents Forecasting 1533 - 1553 Javier García-Ochoa, Alberto Fernández-Isabel, Clara Contreras, Rubén R. Fernández, Isaac Martín de Diego and Marta Beltrán   AbstractKeywords: Attractiveness; Cyber incidents; Victimisation; Online reputation; ForecastingMSC: 68T10 68M11 Hyperparameter optimisation in differential evolution using Summed Local Difference Strings, A Rugged But Easily Calculated Landscape For Combinatorial Search Problems 1555 - 1575 Husanbir Singh Pannu and Douglas B. Kell   AbstractKeywords: Rugged landscape; differential evolution; neural networks; machine learning; optimizationMSC: 62M45 90C27 Article page: 123>>

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