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Št. zadetkov: 4
Community-structured CNN-LSTM with dynamic weather attention for bike-sharing demand forecasting across multiple cities
Eva Tuba, Milan Tuba
Izvirni znanstveni članek
Oznake: izposoja kolesa;napovedovanje povpraševanja;bike sharing;demand forecasting;
Accurate short-horizon demand forecasting is essential for efficient bike-sharing rebalancing operations, yet most existing approaches validate on a single city and predict pickup demand only, leaving open questions about generalizability and the joint modeling of departure, arrival, and net supply ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Ensemble learning with systematic hyperparameter optimization for urban-bike-sharing demand prediction
Ivona Brajevic, Eva Tuba, Milan Tuba
Izvirni znanstveni članek
Oznake: izposoja koles;optimizacija;napoved izposoje;bike sharing;ensemble learning;swarm intelligence;boosting algorithms;voting ensemble;optimization;random forest;sharing demand prediction;
Bike sharing is an established component of urban mobility infrastructure, offering a low-emission alternative to motorized transport for short trips in cities worldwide. Accurate demand forecasting is essential for efficient system operation: it enables better bike redistribution, reduces user wait ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Swarm intelligence-guided hybrid transfer learning for gastrointestinal polyp classification
Una Tuba, Mladen Veinović, Eva Tuba, Adis Alihodžić, Milan Tuba
Izvirni znanstveni članek
Oznake: razvrščanje polipov;gastrointestinalni polipi;optimizacija;polyp classification;gastrointestinal classification;swarm intelligence;metaheuristic optimization;convultional neural networks;
Colorectal cancer remains a leading cause of cancer-related mortality worldwide, with automated polyp classification from endoscopic images offering a promising avenue for improving early detection. Existing approaches rely on single convolutional neural network (CNN) backbones with manually designe ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Tracing the interactions of modular CMA-ES configurations across problem landscapes
Ana Nikolikj, Mario Andrés Muñoz, Eva Tuba, Tome Eftimov
Objavljeni znanstveni prispevek na konferenci
Oznake: optimizacija;enociljna neprekinjena optimizacija;analize;odtisi;algoritmi;single-objective continuous optimization;landscape analysis;algorithm configuration footprint;
Tracing the interactions of modular CMA-ES configurations across problem landscapes
Leto: 2025 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 4
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