ISI Directory

Fandel Lin

Publications

2026
An Integrated Approach to Multi-agent Scheduling with Bounded Objectives in an Urban Setting
Fandel Lin, Han Zhang, TK Satish Kumar, Craig A Knoblock
ACM Transactions on Spatial Algorithms and Systems,  2026
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2025
Enhancing POI Recommendation through Global Graph Disentanglement with POI Weighted Module
Pei-Xuan Li, Wei-Yun Liang, Fandel Lin, Hsun-Ping Hsieh
arXiv preprint arXiv:2507.14612,  2025
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DIGMAPPER: A Modular System for Automated Geologic Map Digitization
Weiwei Duan, Michael P Gerlek, Steven N Minton, Craig A Knoblock, Fandel Lin, Theresa Chen, Leeje Jang, Sofia Kirsanova, Zekun Li, Yijun Lin, Yao-Yi Chiang
arXiv preprint arXiv:2506.16006,  2025
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FOG: Interpretable Feature-Oriented Graph Neural Networks for Tabular Data Prediction
Teng Yuan Tsou, Pei-Xuan Li, Fandel Lin, Hsun-Ping Hsieh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 29-40,  2025
Embedding Spatial and Semantic Contexts for Geo-Entity Typing in Smart City Applications
Basel Shbita, Binh Vu, Fandel Lin, Craig A Knoblock
Companion Proceedings of the ACM on Web Conference 2025, 1724-1732,  2025
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A Domain-Independent Approach for Semantic Table Interpretation
Binh Vu, Craig A Knoblock, Fandel Lin
International Semantic Web Conference, 235-252,  2025
MoVER: Modeling User Heterogeneity with Enriched Trajectory Representations for Human Mobility Prediction
Yijun Lin, Fandel Lin, Jina Kim, Yao-Yi Chiang
Proceedings of the 33rd ACM International Conference on Advances in …,  2025
Exploiting Polygon Metadata to Colorize Draft Maps
Fandel Lin, Craig A Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang
Proceedings of the 33rd ACM International Conference on Advances in …,  2025
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Exploiting Polygon Metadata to Recolor Historical Maps
Fandel Lin, Craig A Knoblock, Binh Vu, Yao-Yi Chiang
Proceedings of the 33rd ACM International Conference on Advances in …,  2025
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2024
Exploiting Distant Supervision to Learn Semantic Descriptions of Tables with Overlapping Data
Binh Vu, Craig A Knoblock, Basel Shbita, Fandel Lin
International Semantic Web Conference, 116-134,  2024
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An Integrated Approach to Multi-Agent Scheduling with Bounded Objectives
Fandel Lin, Han Zhang, TK Satish Kumar, Craig A Knoblock
Proceedings of the 32nd ACM International Conference on Advances in …,  2024
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A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing Network
Fandel Lin, Craig A Knoblock, Binh Vu
Proceedings of the 32nd ACM International Conference on Advances in …,  2024
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A Hierarchy-Aware Approach to Cross-Region Spatial-Temporal Inference of Unarchived Event in Urban Mobility Infrastructure
Fandel Lin, Hsun-Ping Hsieh
International Conference on Database Systems for Advanced Applications, 214-224,  2024
Results of GRAMS+ at SemTab 2024
Binh Vu, C Knoblock, Fandel Lin
SemTab,  2024
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Constructing a Knowledge Graph of Historical Mining Data
Basel Shbita, Namrata Sharma, Binh Vu, Fandel Lin, Craig A Knoblock
2024
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2023
Exploiting Network Structure in Multi-criteria Distributed and Competitive Stationary-resource Searching
Fandel Lin, Hsun-Ping Hsieh
ACM Transactions on Spatial Algorithms and Systems 9 (4), 1-33,  2023
Exploiting polygon metadata to understand raster maps-accurate polygonal feature extraction
Fandel Lin, Craig A Knoblock, Basel Shbita, Binh Vu, Zekun Li, Yao-Yi Chiang
Proceedings of the 31st ACM International Conference on Advances in …,  2023
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Indirect cooperation in distributed stationary-resource searching with predefined destinations
Fandel Lin, Craig A Knoblock
Proceedings of the 31st ACM International Conference on Advances in …,  2023
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A Machine-Learning Approach to Recognizing Teaching Beliefs in Narrative Stories of Outstanding Professors
Fandel Lin, Ding-Ying Guo, Jer-Yann Lin
International Conference on Artificial Intelligence in Education, 739-745,  2023
2022
A Grid-Based Two-Stage Parallel Matching Framework for Bi-Objective Euclidean Traveling Salesman Problem
Fandel Lin, Hsun-Ping Hsieh
ACM Transactions on Spatial Algorithms and Systems 8 (4), 1-33,  2022
Multicriteria route planning for in-operation mass transit under urban data
Fandel Lin, Hsun-Ping Hsieh
Applied Sciences 12 (6), 3127,  2022
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Traveling transporter problem: Arranging a new circular route in a public transportation system based on heterogeneous non-monotonic urban data
Fandel Lin, Hsun-Ping Hsieh
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-25,  2022
A decision framework to recommend cruising locations for taxi drivers under the constraint of booking information
Hsun-Ping Hsieh, Fandel Lin, Nai-Yu Chen, Tzu-Hsin Yang
ACM Transactions on Management Information Systems (TMIS) 13 (3), 1-30,  2022
Recommending taxi routes with an advance reservation–a multi-criteria route planner
Hsun-Ping Hsieh, Fandel Lin
International Journal of Urban Sciences 26 (1), 162-183,  2022
2021
Conntrans: a two-stage concentric annealing approach for multi-criteria distributed competitive stationary resource searching
Fandel Lin, Hsun-Ping Hsieh
Proceedings of the 29th International Conference on Advances in Geographic …,  2021
Dual-Attention Multi-Scale Graph Convolutional Networks for Highway Accident Delay Time Prediction
I-Ying Wu, Fandel Lin, Hsun-Ping Hsieh
Proceedings of the 29th International Conference on Advances in Geographic …,  2021
Inferring long-term demand of newly established stations for expansion areas in bike sharing system
Hsun-Ping Hsieh, Fandel Lin, Jiawei Jiang, Tzu-Ying Kuo, Yu-En Chang
Applied Sciences 11 (15), 6748,  2021
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A joint passenger flow inference and path recommender system for deploying new routes and stations of mass transit transportation
Fandel Lin, Hsun-Ping Hsieh
ACM Transactions on Knowledge Discovery from Data 16 (1), 1-36,  2021
2020
A goal-prioritized algorithm for additional route deployment on existing mass transportation system
Fandel Lin, Hsun-Ping Hsieh
2020 IEEE International Conference on Data Mining (ICDM), 1130-1135,  2020
A route-affecting region based approach for feature extraction in transportation route planning
Fandel Lin, Hsun-Ping Hsieh, Jie-Yu Fang
Joint European Conference on Machine Learning and Knowledge Discovery in …,  2020
A multi-criteria system for recommending taxi routes with an advance reservation
Jie-Yu Fang, Fandel Lin, Hsun-Ping Hsieh
Joint European Conference on Machine Learning and Knowledge Discovery in …,  2020
A gaussian-prioritized approach for deploying additional route on existing mass transportation with neural-network-based passenger flow inference
Fandel Lin, Jie-Yu Fang, Hsun-Ping Hsieh
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8,  2020
An Efficient Method for Recommending Branch Locations to Reduce the Transportation Distance between Stations and Urban Events
Sheng-Ting Chien, Fandel Lin, Chiunghui Tsai, Hsun-Ping Hsieh
2020 21st IEEE International Conference on Mobile Data Management (MDM), 310-315,  2020
A convolutional approach for estimating popularity of new branch stores
Fandel Lin, Hsun-Ping Hsieh
Companion Proceedings of the Web Conference 2020, 85-87,  2020
Customizing Your Own Route with QQIP. A Quantitative and Qualitative Itinerary Planner for New Transportation Routes
Fandel Lin, Jie-Yu Fang, Hsun-Ping Hsieh
Companion Proceedings of the Web Conference 2020, 230-234,  2020
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Traffic Light Control with Real-Time Vehicle License Plate Recognition
Fandel Lin, Shiuan-Tyng Lin, Jie-Yu Fang, Hsun-Ping Hsieh
Companion Proceedings of the Web Conference 2020, 100-102,  2020
2019
Temporal popularity prediction of locations for geographical placement of retail stores
Hsun-Ping Hsieh, Fandel Lin, Cheng-Te Li, Ian En-Hsu Yen, Hsin-Yu Chen
Knowledge and Information Systems 60 (1), 247-273,  2019
2018
An intelligent and interactive route planning maker for deploying new transportation services
Fandel Lin, Hsun-Ping Hsieh
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …,  2018
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