SIS Research Universe
Explore the connections among research projects, publications, and ideas across intelligent systems.
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- A Multi-City Benchmark Dataset for Individual Tree Detection in NAIP Aerial Imagery: Model Comparison and Geographic Transferability.Website source
- Advanced Hedonic Price Model with Cultural Ecosystem Service Flows from a Large Vision-Language Model and MaxEnt: A One-Shot In-Context Learning Approach Within a Presence-Only Framework.Website source
- Mapping Cultural Ecosystem Service Flows from Social Media Imagery with Vision–Language Models: A Zero-Shot CLIP Framework.Website source
- Spatiotemporal controls on soil organic carbon stocks in subtropical grazing lands: An uncertainty-aware digital soil mapping approach.Website source
- Human-robot collaboration for e-waste disassembly: Task modeling, allocation, and ergonomic assessment.Website source
- Mapping invasive Opuntia stricta in Kenya’s Drylands using explainable machine learning with time-series remote sensing and geographic context.Website source
- A Disassembly Scoring Framework for Human–Robot Collaboration Based on Robotic Capabilities.Website source
- Forecasting the Range of Possible Human Hand Movement in Consumer Electronics Disassembly Using Machine Learning.Website source
- Automated evaluation and rating of product repairability using artificial intelligence-based approaches.Website source
- Human Activity Recognition in an End-Of-Life Consumer Electronics Disassembly Task.Website source
- Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human–Robot Collaboration.Website source
- Markov Chain Optimization of Repair and Replacement Decisions of Medical Equipment.Website source
- Forecasting Repair and Maintenance Services of Medical Devices Using Support Vector Machine.Website source
- A Data-Driven Probabilistic Rainfall-Inundation Model for Flash-Flood Warnings.Website source
- Using Tabu Search Adjusted with Urban Sewer Flood Simulation to Improve Pluvial Flood Warning Via Rainfall Thresholds.Website source
- Hourly Streamflow Forecasting for Agriculture Water Supply Using Artificial Neural Network.Website source
- Applying the Tabu Search to Optimize a Rainfall-Inundation Warning Threshold: Case Studies in Wenshan, Taipei City, and Xindian, New Taipei City.Website source
- Mapping Cultural Ecosystem Services Using One-Shot In-Context Learning with Multimodal Large Language Models.Website source
- FoundationSoil: Enhancing Soil Organic Carbon Mapping Using a Multi-Temporal Geospatial Foundation Model.Website source
- A disassembly score for human-robot collaboration considering robots' capabilities.Website source
- Forecasting the range of possible human hand movement in consumer electronics disassembly using machine learning.Website source
- Human Hand Motion Prediction in Disassembly Operations.Website source
- Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human-Robot Collaboration.Website source
- Machine Learning to Predict Medical Devices Repair and Maintenance Needs.Website source
- Deep Learning and Machine Learning Techniques to Classify Electrical and Electronic Equipment.Website source
- Forecasting Repair and Maintenance Services of Medical Devices Using Support Vector Machine.Website source
- Ecosystem degradation.Website source
- Mapping Cultural Ecosystem Service Flows from Social Media Imagery with Vision–Language Models: A Zero-Shot CLIP Framework.Website source
- Task Recognition in Human-Robot Collaboration for Consumer Electronics Disassembly.Website source
- Mapping Cultural Ecosystem Service Flows from Crowdsourced Imagery: A Zero-Shot Learning Approach with the Vision–Language Model CLIP.Website source
- Mapping Flows of Nature-based Outdoor Recreational Services at Large-scale based on Crowdsourced Data and Multimodal Learning.Website source
- Advancing Ecosystem Services Assessment Through Geospatial Artificial Intelligence (GeoAI): A Comprehensive Review and Future Directions.Website source
- An artificial intelligence-based framework to assess product repairability.Website source
- Deep Transfer Learning to Evaluate Product Repairability.Website source
- Machine Learning, Frequency Analysis and Markov Chain Model for Analyzing Product Repair and Maintenance Service Decisions.Website source
- A Web-Based Tamsui River Flood Early-Warning System with Correction of Real-Time Water Stage Using Monitoring Data.Website source
- Optimization of Rainfall Thresholds for A Flood Warning System to Taiwan Urban Areas During Storm Events.Website source
- Mapping Cultural Ecosystem Services Using Social Media and Foundation ModelsWebsite source
- Urban Tree MappingWebsite source
- Geo-visualization and Interactive MappingWebsite source
- Intelligent Robotics for Sustainable DisassemblyWebsite source
- Intelligent Risk Analysis and Mitigation in RoboticsWebsite source
- Task Allocation in Human-Robot CollaborationWebsite source
- Urban Flood Early Warning Using Data-Driven ModelsWebsite source
- Interactive Geo-Visualization for Urban Flood Early Warning SystemsWebsite source
- GeoAI Earth eXplore (GEX)Website source
- FL-CES-Flows-CLIPWebsite source
- AgroES Grazing Land SOC ExplorerWebsite source
- AgroES Cultural Ecosystem Services Mapping PlatformWebsite source
- Miami Tree Canopy ExplorerWebsite source
- 2026 IALE Workshop – Ecosystem Services MappingWebsite source
- Foundation Models & Multimodal AIWebsite source
- Personal Finance AI AgentWebsite source
- AI in Autonomous SystemsWebsite source
- AI-Driven Product Repairability ScoringWebsite source
- Deep Learning for Song ClassificationWebsite source
- Building ML Models to Play Tic-Tac-ToeWebsite source
- Deep Colorization for Grayscale ImagesWebsite source
- Image Semantic Segmentation and Detection for Hard Drive DevicesWebsite source
- Image Classification of Different Types of BricksWebsite source
- Remote sensingWebsite source
- Cultural ecosystem servicesWebsite source
- Urban tree mappingWebsite source
- Foundation modelsWebsite source
- Geospatial analysisWebsite source
- Soil organic carbonWebsite source
- Interactive mappingWebsite source
- Human–robot collaborationWebsite source
- Robotic disassemblyWebsite source
- RepairabilityWebsite source
- Motion predictionWebsite source
- Risk analysisWebsite source
- Task allocationWebsite source
- Flood forecastingWebsite source
- Rainfall analysisWebsite source
- Hydrological modelingWebsite source
- Machine learningWebsite source
- Deep learningWebsite source
- OptimizationWebsite source
- UncertaintyWebsite source
- Multimodal learningWebsite source
- Image classificationWebsite source
- SegmentationWebsite source
- Reinforcement learningWebsite source
- Generative AIWebsite source
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About the connections
Solid lines come from explicit research-area metadata, project keyword tags, or publication DOI links on the research pages. Dashed lines are automatic keyword matches.
Titles, authors, years, venues, links and publication status are copied from the existing website. In-progress work, preprints and presentations retain their source labels. Other AI/ML portfolio projects are shown as shared/other rather than assigned an unsupported research area.