Shima Imani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Distance Measure

Subsequence Matching

Multivariate Time Series

Language Modelling

Top Venues

WWW (Companion Volume)

Publications

Maurice Diesendruck, Jianzhe Lin, Shima Imani, Gayathri Mahalingam, Mingyang Xu, Jie Zhao
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models. CoRR (2024)
Shima Imani, Hamid Palangi
Exploring Group and Symmetry Principles in Large Language Models. CoRR (2024)
Shima Imani, Ali Beyram, Harsh Shrivastava
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models. CoRR (2023)
Shima Imani, Harsh Shrivastava
tGLAD: A Sparse Graph Recovery Based Approach for Multivariate Time Series Segmentation. AALTD@ECML/PKDD (2023)
Shima Imani, Liang Du, Harsh Shrivastava
MathPrompter: Mathematical Reasoning using Large Language Models. ACL (industry) (2023)
Shima Imani, Harsh Shrivastava
Are uGLAD? Time will tell! CoRR (2023)
Shima Imani, Liang Du, Harsh Shrivastava
MathPrompter: Mathematical Reasoning using Large Language Models. CoRR (2023)
Shima Imani, Eamonn J. Keogh
Natura: Towards Conversational Analytics for Comparing and Contrasting Time Series. WWW (Companion Volume) (2020)
Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh
An ultra-fast time series distance measure to allow data mining in more complex real-world deployments. Data Min. Knowl. Discov. 34 (4) (2020)
Alireza Abdoli, Sara Alaee, Shima Imani, Amy C. Murillo, Alec C. Gerry, Leslie Hickle, Eamonn J. Keogh
Fitbit for Chickens?: Time Series Data Mining Can Increase the Productivity of Poultry Farms. KDD (2020)
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh
Introducing time series snippets: a new primitive for summarizing long time series. Data Min. Knowl. Discov. 34 (6) (2020)
Shima Imani, Sara Alaee, Eamonn J. Keogh
Putting the Human in the Time Series Analytics Loop. WWW (Companion Volume) (2019)
Frank Madrid, Shima Imani, Ryan Mercer, Zachary Zimmerman, Nader Shakibay Senobari, Eamonn J. Keogh
Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile. ICBK (2019)
Shima Imani, Eamonn J. Keogh
Matrix Profile XIX: Time Series Semantic Motifs: A New Primitive for Finding Higher-Level Structure in Time Series. ICDM (2019)
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh
Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining. ICBK (2018)
Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh
Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios. ICDM (2018)