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Advanced topics in mobile and social computing (AToMSC) (Summer 2020): Difference between revisions
Advanced topics in mobile and social computing (AToMSC) (Summer 2020) (view source)
Revision as of 12:08, 9 June 2020
, 9 June 2020→Final Presentations & Report
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{{CourseDetails | {{CourseDetails | ||
|credits=5 ECTS | |credits=5 ECTS | ||
|module=M.Inf.1222.Mp: Specialization Computer Networks Module Description | |module=M.Inf.1222.Mp: Specialization Computer Networks Module Description ''-or-'' 3.10: Advanced Topics in Internet Research (II)(ITIS); M.Inf.1223 (new Regulations) | ||
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]; [http://134.76.18.81/?q=people/dr-yali-yuan Dr. Yali Yuan] | |lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]; [http://134.76.18.81/?q=people/dr-yali-yuan Dr. Yali Yuan] | ||
|ta=[] | |ta=[] | ||
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* 30 April 2020 | * 30 April 2020 | ||
**'''Anomaly Detection for Road Traffic''' | **'''Anomaly Detection for Road Traffic''' | ||
***Ming Xu, et al., [https://ieeexplore.ieee.org/abstract/document/8848469 Anomaly Detection in Road Networks Using Sliding-Window Tensor Factorization], IEEE Transactions on Intelligent Transportation Systems 2019. ('''Presented by ''') | ***Ming Xu, et al., [https://ieeexplore.ieee.org/abstract/document/8848469 Anomaly Detection in Road Networks Using Sliding-Window Tensor Factorization], IEEE Transactions on Intelligent Transportation Systems 2019. ('''Presented by MD Samiur Rahman''') | ||
* 7 May 2020 | * 7 May 2020 | ||
**'''Anomaly Detection for Road Traffic''' | **'''Anomaly Detection for Road Traffic''' | ||
***Xiangjie Kong, et al., [https://link.springer.com/article/10.1007/s11280-017-0487-4 LoTAD: long-term traffic anomaly detection based on crowdsourced bus trajectory data], WWW 2018. ('''Presented by ''') | ***Xiangjie Kong, et al., [https://link.springer.com/article/10.1007/s11280-017-0487-4 LoTAD: long-term traffic anomaly detection based on crowdsourced bus trajectory data], WWW 2018. ('''Presented by MD Samiur Rahman''') | ||
*14 May 2020 | *14 May 2020 | ||
**'''Anomaly Detection for Road Traffic''' | **'''Anomaly Detection for Road Traffic''' | ||
***Dinesh Singh, et al., [https://ieeexplore.ieee.org/abstract/document/8367975 Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder], IEEE Transactions on Intelligent Transportation Systems 2019. ('''Presented by ''') | ***Dinesh Singh, et al., [https://ieeexplore.ieee.org/abstract/document/8367975 Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder], IEEE Transactions on Intelligent Transportation Systems 2019. ('''Presented by Yachao Yuan''') | ||
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* 28 May 2020 | *28 May 2020 | ||
**'''Anomaly Detection for Road Traffic''' | |||
***Shuai Bai, et al., [http://openaccess.thecvf.com/content_CVPRW_2019/papers/AI%20City/Bai_Traffic_Anomaly_Detection_via_Perspective_Map_based_on_Spatial-temporal_Information_CVPRW_2019_paper.pdf Traffic Anomaly Detection via Perspective Map based on Spatial-temporal Information Matrix], CVPR Workshop 2019. ('''Winner ''') ('''Presented by Yachao Yuan''') | |||
* 4 June 2020 | |||
**'''Edge computing and IoT based road safety''' | **'''Edge computing and IoT based road safety''' | ||
***Dawei Chen, et al., [https://ieeexplore.ieee.org/abstract/document/9051801 Edge Computing Resources Reservation in Vehicular Networks: A Meta-Learning Approach], IEEE TVT’20. ('''Presented by ''') | ***Dawei Chen, et al., [https://ieeexplore.ieee.org/abstract/document/9051801 Edge Computing Resources Reservation in Vehicular Networks: A Meta-Learning Approach], IEEE TVT’20. ('''Presented by Tarjia Alam Nisha''') | ||
* | * 11 June 2020 (Final topics release) | ||
**'''Edge computing and IoT based road safety ''' | **'''Edge computing and IoT based road safety ''' | ||
***Yoshitaka Shibata, et al., [https://link.springer.com/chapter/10.1007/978-3-030-15032-7_94 IoT Based Wide Area Road Surface State Sensing and Communication System for Future Safety Driving], AINA'19. ('''Presented by ''') | ***Yoshitaka Shibata, et al., [https://link.springer.com/chapter/10.1007/978-3-030-15032-7_94 IoT Based Wide Area Road Surface State Sensing and Communication System for Future Safety Driving], AINA'19. ('''Presented by Tapashi Gosswami''') | ||
* | * 18 June 2020 | ||
**'''Edge computing and IoT based road safety''' | **'''Edge computing and IoT based road safety''' | ||
***Mingming Cui, et al., [https://ieeexplore.ieee.org/abstract/document/8758233 An Efficient and Safe Road Condition Monitoring Authentication Scheme Based on Fog Computing], IEEE IoTJ'19 2018. ('''Presented by ''') | ***Mingming Cui, et al., [https://ieeexplore.ieee.org/abstract/document/8758233 An Efficient and Safe Road Condition Monitoring Authentication Scheme Based on Fog Computing], IEEE IoTJ'19 2018. ('''Presented by Tapashi Gosswami''') | ||
* | * 25 June 2020 | ||
**'''Healthcare in Cloud Computing''' | **'''Healthcare in Cloud Computing''' | ||
***Nam Bui, et al., [https://dl.acm.org/doi/10.1145/3300061.3345454 eBP: A Wearable System For Frequent and Comfortable Blood Pressure Monitoring From User's Ear], ACM MobiCom'19. ('''Presented by ''') | ***Nam Bui, et al., [https://dl.acm.org/doi/10.1145/3300061.3345454 eBP: A Wearable System For Frequent and Comfortable Blood Pressure Monitoring From User's Ear], ACM MobiCom'19. ('''Presented by Yunxiao Zhang''') | ||
* | * 2 July 2020 | ||
**'''Healthcare in Cloud Computing''' | **'''Healthcare in Cloud Computing''' | ||
***Aidan Curtis, et al., [https://dl.acm.org/doi/10.1145/3300061.3345433 HealthSense: Software-defined Mobile-based Clinical Trials], ACM MobiCom'19. ('''Presented by | ***Aidan Curtis, et al., [https://dl.acm.org/doi/10.1145/3300061.3345433 HealthSense: Software-defined Mobile-based Clinical Trials], ACM MobiCom'19. ('''Presented by Tarjia Alam Nisha''') | ||
* 9 July 2020 (Final slides submission) | * 9 July 2020 (Final slides submission) | ||
**'''Healthcare in Cloud Computing''' | **'''Healthcare in Cloud Computing''' | ||
***George Boateng, et al., [https://dl.acm.org/doi/10.1145/3300061.3345432 Experience: Design, Development and Evaluation of a Wearable Device for mHealth Applications], ACM MobiCom'19. ('''Presented by ''') | ***George Boateng, et al., [https://dl.acm.org/doi/10.1145/3300061.3345432 Experience: Design, Development and Evaluation of a Wearable Device for mHealth Applications], ACM MobiCom'19. ('''Presented by Yunxiao Zhang''') | ||
==Final Presentations & Report== | ==Final Presentations & Report== | ||
*Final Registration in '''FlexNow''': | *Final Registration in '''FlexNow''': July 9th 2020. | ||
*Final Presentation: | *Final Presentation: | ||
**Each for ~20 minutes, plus ~ | **Each for ~20 minutes, plus ~10 minutes Q&A | ||
*Final Presentation Slots: | *Final Presentation Slots: | ||
** 16 July 2020 (14:00-16:00) | ** 16 July 2020 (14:00-16:00) | ||
***Kai Jiang, et. al., [https://ieeexplore.ieee.org/abstract/document/9013035?casa_token=0k0F-8RL7KcAAAAA:nSe-Gvs8tzDcAjeQiwej2wkk-384ArB4dR9C24NRKZXT2nGNNiQVcPYC2OAvyedjTnF7t4tkuqY Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection], IEEE Transactions on Geoscience and Remote Sensing, 2020. ('''Presented by MD Samiur Rahman''') | |||
***Jiayi Wei, et. al., [http://openaccess.thecvf.com/content_cvpr_2018_workshops/w3/html/Wei_Unsupervised_Anomaly_Detection_CVPR_2018_paper.html Unsupervised Anomaly Detection for Traffic Surveillance Based on Background Modeling], CVPR WKS'20. ('''Presented by Yachao Yuan''') | |||
***Gang Sun, et. al., [https://ieeexplore.ieee.org/abstract/document/9089235?casa_token=NxJHK09DG8sAAAAA:HrN8bzDuNRPEqRWLH3qYoUilQo0Z-n_dYdpqYGM7TmTxCMw6E1zVWABEkooKLpH4FYJn4k0Ap4g Blockchain Enhanced High-Confidence Energy Sharing in Internet of Electric Vehicles], IoTJ'20. ('''Presented by Yunxiao Zhang''') | |||
** 23 July 2020 (14:00-16:00) | ** 23 July 2020 (14:00-16:00) | ||
***Alaa Awad Abdellatif, et. al., [https://ieeexplore.ieee.org/abstract/document/8674240?casa_token=_CvnALc3iaYAAAAA:CgmR_hGQFxtYjqZGgUSSgjobXiwq75vlFJSGzbNfOAnLdLvSP8IEsfUNTYmEb0d6H2Mc5JlbuNg Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges], IEEE Network, 2019. ('''Presented by Tapashi Gosswami''') | |||
***Liantao Ma, et. al., [https://www.aaai.org/ojs/index.php/AAAI/article/view/5428 ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context], AAAI'20. ('''Presented by Tarjia Alam Nisha''') | |||
[[Category:Courses]] | |||
*Final Report: | |||
**Essay (~6 pages, double column, IEEE format: https://journals.ieeeauthorcenter.ieee.org/create-your-ieee-journal-article/authoring-tools-and-templates/ieee-article-templates/templates-for-transactions/) | |||
**Due by 23:59pm 20 August 2020 | |||
[[Category:Courses]] | [[Category:Courses]] | ||