Universität zu Köln

Journal Article

Angelucci, Alessandra ORCID: 0000-0001-8266-9346, Li, Ziyue ORCID: 0000-0003-4983-9352, Stoimenova, Niya and Canali, Stefano ORCID: 0000-0002-5948-3874 . The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables. AI Soc.. NEW YORK: SPRINGER. ISSN 1435-5655

Li, Ziyue ORCID: 0000-0003-4983-9352, Yan, Hao ORCID: 0000-0002-4322-7323, Tsung, Fugee ORCID: 0000-0002-0575-8254 and Zhang, Ke ORCID: 0000-0002-7827-1770 (2022). Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Trans. Knowl. Discov. Data, 16 (6). NEW YORK: ASSOC COMPUTING MACHINERY. ISSN 1556-472X

Li, Ziyue ORCID: 0000-0003-4983-9352, Yan, Hao ORCID: 0000-0002-4322-7323, Zhang, Chen ORCID: 0000-0002-4767-9597 and Tsung, Fugee ORCID: 0000-0002-0575-8254 (2022). Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov., 36 (4). S. 1247 - 1279. DORDRECHT: SPRINGER. ISSN 1573-756X

Book Section, Proceedings Item or annotation in a legal commentary

Lan, Tian ORCID: 0009-0005-8331-1190, Li, Ziyue ORCID: 0000-0003-4983-9352, Li, Zhishuai ORCID: 0000-0003-3408-6300, Bai, Lei ORCID: 0000-0003-3378-7201, Li, Man ORCID: 0000-0003-3701-7722, Tsung, Fugee ORCID: 0000-0002-0575-8254, Ketter, Wolfgang ORCID: 0000-0001-9008-142X, Zhao, Rui ORCID: 0000-0001-5874-131X and Zhang, Chen ORCID: 0000-0002-4767-9597 (2023). MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. In: KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 1188-1199. Association for Computing Machinery. ISBN 979-8-4007-0103-0

Li, Dedong, Li, Ziyue ORCID: 0000-0003-4983-9352, Li, Zhishuai ORCID: 0000-0003-3408-6300, Bai, Lei, Gong, Qingyuan, Sun, Lijun, Ketter, Wolfgang ORCID: 0000-0001-9008-142X and Zhao, Rui ORCID: 0000-0001-5874-131X (2023). A Critical Perceptual Pre-Trained Model for Complex Trajectory Recovery. In: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, pp. 1-8. ACM Digital Library. ISBN 979-8-4007-0352-2

Li, Ziyue ORCID: 0000-0003-4983-9352, Yan, Hao ORCID: 0000-0002-4322-7323, Zhang, Chen ORCID: 0000-0002-4767-9597, Ketter, Wolfgang ORCID: 0000-0001-9008-142X and Tsung, Fugee ORCID: 0000-0002-0575-8254 (2023). Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. In: GeoAI '23: Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, pp. 121-128. ACM Digital Library. ISBN 979-8-4007-0348-5