WH.Research
Our research, on the record.
Our papers, theses, and research outputs cover time-series forecasting, knowledge graphs, language models, computer vision, digital twins, and EEG-based health monitoring. Alongside the systems we build for clients, we keep contributing to science, choosing problems with a positive impact on society.
Peer-reviewed 4Thesis 1Conference paper 7Preprint 2Research output 3
Digital twin-based reference architecture for smart greenhouses
ViewExoPrompt: transformer-based greenhouse climate forecasting with structured conditioning and physics-based simulation
ViewData and model checkpoints from: ExoPrompt: transformer-based greenhouse climate forecasting with structured conditioning and physics-based simulation
ViewImproved drowsiness detection in drivers through optimum pairing of EEG features using an optimal EEG channel comparable to a multichannel EEG system
ViewExtended: neuro-inspired large-scale knowledge graph construction for Wikipedia
ViewAssociation of visual-based signals with electroencephalography patterns in enhancing the drowsiness detection in drivers with obstructive sleep apnea
ViewPerformance improvement of regional agricultural forecasts with PECNET and state-space model
ViewHandling missing values in mixed panel financial data: a comparison of different techniques
ViewA comprehensive gold standard and benchmark for comics text detection and recognition
ViewSpatially augmented speech bubble to character association via comic multi-task learning
ViewComicBERT: a transformer model and pre-training strategy for contextual understanding in comics
ViewLinguistically-informed multilingual instruction tuning: is there an optimal set of languages to tune?
ViewPredictive error compensated wavelet neural networks framework for time series prediction
ViewIdentity-aware semi-supervised learning for comic character re-identification
ViewPerformance improvement in time series prediction through PECNET framework
ViewIdentifying topic-based opinion leaders in social networks by content and user information
ViewAn implementation of image processing web services for distributed systems
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