17 citations
- Cognizant (United States)US5 papers
- The University of Texas at AustinUS5 papers
- 3C InstituteUS1 paper
- Association for Computing MachineryUS1 paper
- Bank IndonesiaID1 paper
- Criteo (France)FR1 paper
- Indian Institute of Technology BombayIN1 paper
- Indian Institute of Technology RoorkeeIN1 paper
- Institute for Exercise and Environmental MedicineUS1 paper
- Institute of Electrical and Electronics EngineersUS1 paper
- Ludwig-Maximilians-Universität MünchenDE1 paper
- Nanyang Technological UniversitySG1 paper
8 papers
Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution
Rivaaj Monsia, Daniel Young, Olivier Francon +1
Ensuring the microbiological safety of large, heterogeneous water distribution systems (WDS) typically requires managing appropriate levels of disinfectant residuals including chlo…
Push Down Optimization for Distributed Multi Cloud Data Integration
Ravi Kiran Kodali, Vinoth Punniyamoorthy, Akash Kumar Agarwal +5
Enterprises increasingly adopt multi cloud architectures to take advantage of diverse database engines, regional availability, and cost models. In these environments, ETL pipelines…
Discovering Effective Policies for Land-Use Planning with Neuroevolution
Daniel Young, Olivier Francon, Elliot Meyerson +5
How areas of land are allocated for different uses, such as forests, urban areas, and agriculture, has a large effect on the terrestrial carbon balance, and therefore climate chang…
Accelerating Evolution Through Gene Masking and Distributed Search
Hormoz Shahrzad, Risto Miikkulainen
In building practical applications of evolutionary computation (EC), two optimizations are essential. First, the parameters of the search method need to be tuned to the domain in o…
Regularized Evolutionary Population-Based Training
Jason Liang, Santiago Gonzalez, Hormoz Shahrzad +1
Metalearning of deep neural network (DNN) architectures and hyperparameters has become an increasingly important area of research. At the same time, network regularization has been…
Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory
Sauradip Nag, Ayan Kumar Bhunia, Aishik Konwer +1
Facial micro-expressions are sudden involuntary minute muscle movements which reveal true emotions that people try to conceal. Spotting a micro-expression and recognizing it is a m…