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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark


Sep 30, 2021
Martin Wagner, Beat-Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes G. Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt


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One-shot Transfer Learning for Population Mapping


Aug 17, 2021
Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li

* Published in Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21) 

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Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey


Aug 10, 2021
Zefang Zong, Tao Feng, Tong Xia, Depeng, Yong Li

* 21 pages. survey preprint 

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Sounds of COVID-19: exploring realistic performance of audio-based digital testing


Jun 29, 2021
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo


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Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data


Apr 05, 2021
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo


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The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates


Feb 24, 2021
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp

* 5 pages 

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Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data


Feb 10, 2021
Jing Han, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo

* 5 pages, 3 figures, 2 tables, Accepted for publication at ICASSP 2021 

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Reinforced Contact Tracing and Epidemic Intervention


Feb 04, 2021
Tao Feng, Sirui Song, Tong Xia, Yong Li


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AttnMove: History Enhanced Trajectory Recovery via Attentional Network


Jan 03, 2021
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li


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Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data


Jun 10, 2020
Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo

* 9 pages, 7 figures, 2 tables 

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UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data


Nov 03, 2019
Sirui Song, Tong Xia, Depeng Jin, Pan Hui, Yong Li

* Submitted to IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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