Machine learning

Phenology Deep Learning Workshop

• Agenda

Presentations

• Alexis Joly
• Brian Stuckey
• Alex White
• Nicky Nicholson
• Susan Mazer
• Katie Pearson
• Patrick Sweeney
• Renato Figueiredo

Notes documents - Thursday

Round One Assignment: Write the thesis paragraph for a paper outlining the major components of the perfect system for acquiring and managing phenological data from plant specimens. Restrict your paragraph to 6 sentences, the topic sentence and 5 supporting sentences addressing the 5 major components your paper will elucidate. Arrange your 5 sentences in priority order.

• Group 1
• Group 2
• Group 3
• Group 4
• Summary Round 1

Round Two Assignment: From round one, several major topics cut across most of your responses, including standards, scoring, machine learning, Computational power/cyberinfrastructure. Self-select into four groups and outline where we are and where we want to go for these components.

• Group 5 - Standards
• Group 6 - Scoring
• Group 7 - Machine learning
• Group 8 - Computational power/cyberinfrastructure

Notes documents - Friday

Round Three Assignment: From our discussions on Day 1, record what you recognize as priority issues that need to be addressed first. Think of this in terms of a project. If funds were available to begin a project, what are the critical outcomes the project should strive to achieve?

• Burning Issues for Friday

Round Four Assignment: Continuing with our project development scenario, self-select the components you are most interested in and in small groups, begin to add implementation steps to our project, thinking as concretely as possible and making a strong and convincing case for the components you envision.

• Group 9 - Questions
• Group 10 - PPO
• Group 11 - Adapting tools

Paper Design

• Outline
• Section 1
• Section 2
• Section 3
• Section 4
• Section 5

Workshop Participants

Susan Mazer University of California, Santa Barbara Brian Stucky lorida Museum of Natural History, University of Florida Katelin Pearson California Polytechnic University, San Luis Obispo Alex White Department of Botany / Data Science Lab, Smithsonian Institution Sylvia Orli Smithsonian Patrick Sweeney Yale Peabody Museum of Natural History Emily Meineke Harvard University Herbaria Charles Davis Harvard University Herbaria Ellen Denny USA-NPN/Univ of AZ Laura Brenskelle University of Florida Nadya Williams University of California, San Diego Libby Ellwood Natural History Museum of Los Angeles Pierre Bonnet CIRAD Alexis Joly Inria Hervé Goëau CIRAD Titouan Lorieul nria / University of Montpellier Nicky Nicolson Royal Botanic Gardens, Kew and Dept of Computer Science, Brunel University, London Katja Seltmann UC Santa Barbara Isaac Park University of California Santa Barbara Mason Heberling Carnegie Museum of Natural History Myla Aronson Rutgers University