Menuka Warushavithana

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Regression Model

Transfer Learning

Spatial Datasets

Top Venues

Publications

Paahuni Khandelwal, Menuka Warushavithana, Sangmi Lee Pallickara, Shrideep Pallickara
Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations. CCGridW (2023)
Paahuni Khandelwal, Menuka Warushavithana, Sangmi Lee Pallickara, Shrideep Pallickara
Enabling Fast, Effective Visualization of Voluminous Gridded Spatial Datasets. CCGrid (2023)
Menuka Warushavithana, Kassidy Barram, Caleb Carlson, Saptashwa Mitra, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Framework for Profiling Spatial Variability in the Performance of Classification Models. BDCAT (2023)
Saptashwa Mitra, Menuka Warushavithana, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviating Resource Requirements for Spatial Deep Learning Workloads. CCGRID (2022)
Caleb Carlson, Menuka Warushavithana, Saptashwa Mitra, Kassidy Barram, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Resource Efficient Profiling of Spatial Variability in Performance of Regression Models. Big Data (2022)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Transfer Learning Scheme for Time Series Forecasting Using Facebook Prophet. CLUSTER (2021)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Containerization of Model Fitting Workloads over Spatial Datasets. IEEE BigData (2021)
Menuka Warushavithana, Caleb Carlson, Saptashwa Mitra, Daniel Rammer, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Distributed Orchestration of Regression Models Over Administrative Boundaries. BDCAT (2021)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera
Shift-of-Perspective Identification within Legal Cases. ASAIL@ICAIL (2019)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera
Shift-of-Perspective Identification Within Legal Cases. CoRR (2019)
Viraj Salaka Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. WASSA@EMNLP (2018)
Viraj Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. CoRR (2018)
Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Menuka Warushavithana, Viraj Gamage, Amal Shehan Perera
Identifying Relationships Among Sentences in Court Case Transcripts Using Discourse Relations. CoRR (2018)