Ecology and environment

Publication

Making Air Quality Data Meaningful: Coupling Objective Measurement with Subjective Experience through Narration

Szu-Yu (Cyn) Liu, Justin Cranshaw, Asta Roseway

DIS2020 | July 2020

Publication

Modulo: Drive-by Sensing at City-scale on the Cheap

Dhruv Agarwal, Srinivasan Iyengar, Swami Manohar, Eash Sharma, Ashish Raj, Aadithya Hatwar

COMPASS 2020 | June 2020

Best Paper Award

Github Project

Publication

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen

April 2020

Project

Tool

Beluga Sounds

Using machine learning to detect beluga whale calls in hydrophone recordings. Of the five populations of beluga whales in Alaska, the Cook Inlet population is the smallest and has declined by about seventy-five percent since…

GitHub

Publication

The GeoLifeCLEF 2020 Dataset

Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly

April 2020

Project

Publication

Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations

Lily Xu, Shahrzad Gholami, Sara McCarthy, Bistra Dilkina, Andrew Plumptre, Milind Tambe, Rohit Singh, Mustapha Nsubuga, Joshua Mabonga, Margaret Driciru, Fred Wanyama, Aggrey Rwetsiba, Tom Okello, Eric Enyel

IEEE 36th International Conference on Data Engineering (ICDE’20) | April 2020

Publication

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | March 2020, Vol 147(3)

Project Project Project

Publication

Peer-to-peer energy markets: Understanding the values of collective and community trading

Denise J Wilkins, Ruzanna Chitchyan, Mark Levine

CHI 2020 | March 2020

Honorable Mention Paper

Publication

Synthetic Examples Improve Generalization for Rare Classes

Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona

2020 Workshop on Applications of Computer Vision | February 2020

Project

Project Eclipse

With Project Eclipse, the Urban Innovation Initiative presents a full stack -from sensors to analytics- air quality sensing platform for cities. The goal is a radical increase (10x – 100x) in the geographic granularity of…

Project FarmVibes | Research for Industry

Bioacoustics: Leveraging AI to process audio recordings of diverse species

Geospatial Machine Learning

Advance sustainability initiative | AI For Good Lab

Making Air Quality Data Meaningful: Coupling Objective Measurement with Subjective Experience through Narration

Modulo: Drive-by Sensing at City-scale on the Cheap

Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification

Beluga Sounds

The GeoLifeCLEF 2020 Dataset

Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Peer-to-peer energy markets: Understanding the values of collective and community trading

Synthetic Examples Improve Generalization for Rare Classes

Project Eclipse

Ecology and environment

Highlights