Shivin Srivastava

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Unstructured Text

Learning Capabilities

Anomaly Detection

Recurrent Neural Networks

Top Venues

UbiComp/ISWC Adjunct

IEEE J. Biomed. Health Informatics

Publications

Shivin Srivastava, Vaibhav Rajan
ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Shivin Srivastava, Kenji Kawaguchi, Vaibhav Rajan
ExpertNet: A Symbiosis of Classification and Clustering. CoRR (2022)
Siddharth Bhatia, Arjit Jain, Shivin Srivastava, Kenji Kawaguchi, Bryan Hooi
MemStream: Memory-Based Streaming Anomaly Detection. WWW (2022)
Shivin Srivastava, Siddharth Bhatia, Lingxiao Huang, Lim Jun Heng, Kenji Kawaguchi, Vaibhav Rajan
CAC: A Clustering Based Framework for Classification. CoRR (2021)
Siddharth Bhatia, Arjit Jain, Shivin Srivastava, Kenji Kawaguchi, Bryan Hooi
MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift. CoRR (2021)
Shivin Srivastava
Extracting Addresses from Unstructured Text Using Bi-directional Recurrent Neural Networks. ICDM Workshops (2018)
Shivin Srivastava, Ashutosh Bhatia
On the Learning Capabilities of Recurrent Neural Networks: A Cryptographic Perspective. ICBK (2018)
Harsh Sinha, Shivin Srivastava, Yash Sinha
Studying the Role of Kinect as a Multi-Sensory Learning Platform for Children. UbiComp/ISWC Adjunct (2018)