Future Tech
Solving traffic congestion has significant impacts on society, the environment, and the economy. This system combines LSTM prediction models with AI technology, utilizing traffic data and various features to effectively forecast traffic conditions for the next 30 minutes. This capability not only enhances traffic efficiency but also promotes economic growth, improves environmental quality, enhances social welfare, and contributes to the sustainable development of cities.
Future Tech | Information ＆ Communications
We leverage extensive mobile telecom data, integrated with sparse vision data, to provide comprehensive traffic insights. First, we utilize telecom data from widespread road sections as a novel traffic indicator while ensuring user privacy. Next, for the first time, we enhance traffic prediction accuracy by fusing telecom data with camera-based vision data. To further optimize performance, we propose a multi-modal framework that balances the influence of different data modalities, enabling precise cross-modal predictions. This research progress has been recognized by top conferences such as AAAI, WWW, and CIKM.
Future Tech | Information ＆ Communications
Near-infrared (NIR) light can be divided into NIR-I (700–1000 nm) and NIR-II (1000–1700 nm) according to wavelength. The NIR-II quantum efficiency of NIR phosphor can approach 100% by cation substitution and energy transfer strategies. The applications include promoting plant growth (nano fertilizers and plant growth light sources), security and anti-counterfeiting, vein imaging, and photobiomodulation for brain disease treatment.
Future Tech | Materials ＆ Chemical Engineering ＆ Nanotech
This technology utilizes Retrieval-augmented Generation (RAG), Agentic Reasoning, and Knowledge Graphs to implement a generative AI computation service (AI as a Service, AIaaS) that facilitates the code compliance and generation of construction inspection forms based on construction specifications and drawings. It offers an innovative solution to longstanding challenges faced by engineering consulting firms and significantly enhances productivity.
Future Tech | Information ＆ Communications
2023 Taiwan Innotech Expo - Future Tech Pavilion_Ultra Low-Power AI semiconductors
2023 Taiwan Innotech Expo - Future Tech Pavilion_FUTEX Opening Ceremony & Pioneering Innovative Applications in the Semiconductor Industry
2023 Taiwan Innotech Expo - Future Tech Pavilion_Seeing Display Technology Co., Ltd.-MEMORIO® Smart Window Film
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