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Financial time-series forecasting: Towards synergizing performance and interpretability within a hybrid machine learning approach
In the realm of cryptocurrency, the prediction of Bitcoin prices has garnered substantial
attention due to its potential impact on financial markets and investment strategies. This …
attention due to its potential impact on financial markets and investment strategies. This …
Switchtab: Switched autoencoders are effective tabular learners
Self-supervised representation learning methods have achieved significant success in
computer vision and natural language processing (NLP), where data samples exhibit explicit …
computer vision and natural language processing (NLP), where data samples exhibit explicit …
Assessing dynamic congestion risks of flood-disrupted transportation network systems through time-variant topological analysis and traffic demand dynamics
Amid escalating climate change and extreme weather events, urban road networks face
increasingly severe flood risks. Current congestion risk analyses on transportation systems …
increasingly severe flood risks. Current congestion risk analyses on transportation systems …
Mimonet: Multi-input multi-output on-device deep learning
Future intelligent robots are expected to process multiple inputs simultaneously (such as
image and audio data) and generate multiple outputs accordingly (such as gender and …
image and audio data) and generate multiple outputs accordingly (such as gender and …
Using XGBoost and SHAP to explain citizens' differences in policy support for reimposing COVID-19 measures in the Netherlands
Several studies examined what drives citizens' support for COVID-19 measures, but no
works have addressed how the effects of these drivers are distributed at the individual level …
works have addressed how the effects of these drivers are distributed at the individual level …
A Route Choice Model for the Investigation of Drivers' Willingness to Choose a Flyover Motorway in Greece
The constant evolution of many urban areas ultimately reaches a point where the current
infrastructure cannot further serve the needs of citizens. In the case of transport networks …
infrastructure cannot further serve the needs of citizens. In the case of transport networks …
[PDF][PDF] A Route Choice Model for the Investigation of Drivers' Willingness to Choose a Flyover Motorway in Greece. Sustainability 2023, 15, 4614
I Politis, G Georgiadis, A Kopsacheilis, A Nikolaidou… - 2023 - academia.edu
The constant evolution of many urban areas ultimately reaches a point where the current
infrastructure cannot further serve the needs of citizens. In the case of transport networks …
infrastructure cannot further serve the needs of citizens. In the case of transport networks …
[Књига][B] Algorithms and Applications of Explainable Machine Learning
Z Chen - 2023 - search.proquest.com
The field of machine learning (ML) has achieved remarkable success over the past few
decades and has become an integral part of our daily lives, powering various applications …
decades and has become an integral part of our daily lives, powering various applications …