Search for tag: "classification"

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Envisioning Automated Glaucoma Screening: Domain… duration 3 minutes 52 seconds Envisioning Automated Glaucoma Screening: Domain… Envisioning Automated Glaucoma Screening: Domain Generalization for Deep Learning-Based Glaucoma Classification, Hannah Ulman, UG '24 (B7A45C16)	Envisioning Automated Glaucoma Screening: Domain Generalization for Deep Learning-Based Glaucoma Classification, Hannah Ulman, UG '24 (B7A45C16) Rapid advancements in deep learning algorithms for computer vision tasks have produced powerful models that can accurately classify diseases from medical images across a variety of specialties. In… prd24 model glaucoma image features domain models images learning eye classification datasets sets vision screening classes shift machine healthcare settings prediction From Research Princeton Research Day 1 likes 51 plays Date May 3rd, 2024 Speaker Hannah Ulman, UG '24 (B7A45C16) Department Operations Research and Financial Engineering
Analyzing How Neural Networks Manipulate the… duration 2 minutes 47 seconds Analyzing How Neural Networks Manipulate the… Analyzing How Neural Networks Manipulate the Shape of Data, Reuel Williams, UG '24 (9C22A282)	Analyzing How Neural Networks Manipulate the Shape of Data, Reuel Williams, UG '24 (9C22A282) Understanding the mathematical shape of data that neural networks learn from can provide valuable insights into their inner workings. In my senior thesis, I delve into this concept using a… prd24 shape network digits images machine computer component task networks science donut coffee thing shapes dogs classification intelligence math areas dates From Research Princeton Research Day 3 likes 39 plays Date May 3rd, 2024 Speaker Reuel Williams, UG '24 (9C22A282) Department Mathematics
Kawabata, Kohei, March 19, 2024, "Symmetry… duration 44 minutes 43 seconds Kawabata, Kohei, March 19, 2024, "Symmetry… Kawabata, Kohei, March 19, 2024, "Symmetry classification of non-Hermitian random matrices and open quantum systems"	Kawabata, Kohei, March 19, 2024, "Symmetry classification of non-Hermitian random matrices and open quantum systems" kohei kawabata pcts random physics symmetry statistics systems level matrices quantum symmetries classification crosses chaos particle origin matrix equation classes conjugation class distributions behavior presence From Broadcast Broadcast Center Staff 0 likes 3 plays Date March 19th, 2024 Speaker Kohei Kawabata Department PCTS Location Jadwin Hall Room 407
Kawabata, Kohei, March 19, 2024, "Symmetry… duration 44 minutes 43 seconds Kawabata, Kohei, March 19, 2024, "Symmetry… Kawabata, Kohei, March 19, 2024, "Symmetry classification of non-Hermitian random matrices and open quantum systems"	Kawabata, Kohei, March 19, 2024, "Symmetry classification of non-Hermitian random matrices and open quantum systems" kohei kawabata pcts random physics symmetry statistics level systems quantum symmetries classification crosses matrices chaos equation origin particle matrix conjugation behavior presence distributions classes model From Broadcast Broadcast Center Staff 0 likes 16 plays Date March 19th, 2024 Speaker Kohei Kawabata Department PCTS Location Jadwin Hall Room 407
How to identify the Export Control Classification… duration 8 minutes 8 seconds How to identify the Export Control Classification… How to identify the Export Control Classification Number (ECCN)	How to identify the Export Control Classification Number (ECCN) The Export Control Classification Number (ECCN) is an alphanumeric designation used in the Commerce Control List (CCL) to identify (for export control purposes) commercial or certain military items… export control process telecommunications ecc license regulations administration classification category types characteristics virus princeton team equipment laser idea categories commerce From briantc Collins 0 likes 548 plays
How to identify the Harmonized Tariff Schedule… duration 6 minutes 5 seconds How to identify the Harmonized Tariff Schedule… How to identify the Harmonized Tariff Schedule Number (HTS)	How to identify the Harmonized Tariff Schedule Number (HTS) Harmonized Tariff Schedule (HTS) codes are 10 digit codes used to track the goods being imported into the country. Each code describes a particular type of product, allowing the government to charge… process tariff word classification chapter screenshot definition classifications htfs computer textbooks level side hand schedule computing laptop times result source From briantc Collins 0 likes 34 plays
How to identify the Schedule B number duration 6 minutes 17 seconds How to identify the Schedule B number How to identify the Schedule B number	How to identify the Schedule B number A Schedule B number is an export code assigned by the U.S. Census Bureau to classify all exported physical products. This system is used to organize exports into general categories recognized… classification schedule process laptop export goods result bureau census word function unit chapter digit presentation classifications textbook dictionary questions tariff From briantc Collins 0 likes 80 plays
Making Models and Mining Mimics: Insights From… duration 3 minutes 9 seconds Making Models and Mining Mimics: Insights From… Making Models and Mining Mimics: Insights From Computer Vision Into How Biological Systems Solve Visual Problems, Yael Stochel, UG '22 (3965102)	Making Models and Mining Mimics: Insights From Computer Vision Into How Biological Systems Solve Visual Problems, Yael Stochel, UG '22 (3965102) Heliconius butterflies, a genus of butterfly that lives in South America, exhibit Mullerian mimicry, a type of mimicry in which toxic unrelated species evolve to share warning signals to teach and… mullerian mimicry machine learning images model species mimicry butterfly butterflies color erato birds subspecies mimics classification accuracy heliconius acuity similarity difference training learning machine From Research Princeton Research Day 0 likes 77 plays Date April 27th, 2022 Speaker Yael Stochel Department Computer Science, Environmental Studies
Turning Rocks into Kaleidoscopes, Devdigvijay… duration 3 minutes 0 seconds Turning Rocks into Kaleidoscopes, Devdigvijay… Turning Rocks into Kaleidoscopes, Devdigvijay Singh, UG '24 (3959058)	Turning Rocks into Kaleidoscopes, Devdigvijay Singh, UG '24 (3959058) Accurately assessing the shape, size, and modality of features in rock samples is a longstanding problem in geology. Recent advances in machine learning have made it possible to improve upon point… machine learning classification crystals fossils bedforms polarizers cross-polarized plane-polarized light samples contrast sample rotation image images cross classes learning machine methods rock orientation distribution volcano granite techniques climate From Research Princeton Research Day 6 likes 78 plays Date April 27th, 2022 Speaker Devdigvijay Singh Department Geosciences
Robot Swarms for Surface Inspection Applications,… duration 3 minutes 2 seconds Robot Swarms for Surface Inspection Applications,… Robot Swarms for Surface Inspection Applications, Darren Chiu, UG '23 (3958946)	Robot Swarms for Surface Inspection Applications, Darren Chiu, UG '23 (3958946) Robotic swarm inspection offers a flexible, scalable, and cost-effective solution in comparison to human inspection such as the benefit of being resilient to individual failures and simplicity in… robot swarm inspection classification algorithm vibration inspections robots swarms performance safety iss surface grid hardware task buildings infrastructures earth source space From Research Princeton Research Day 3 likes 62 plays Date April 27th, 2022 Speaker Darren Chiu Department Electrical and Computer Engineering
Early-life autism spectrum disorder diagnosis… duration 5 minutes 29 seconds Early-life autism spectrum disorder diagnosis… Early-life autism spectrum disorder diagnosis with nonlinear EEG analysis using machine learning methods	Early-life autism spectrum disorder diagnosis with nonlinear EEG analysis using machine learning methods With the increased prevalence of autism spectrum disorder (ASD) comes the challenge of identifying children at risk for ASD as early in life as possible so that they can benefit from early… prd20 autism risk infants diagnosis generalizability metrics classification study accuracy machine measures eeg language prediction sensitivity predictions evaluation features participants activity From Research Princeton Research Day 0 likes 91 plays Date April 29th, 2020 Speaker Fleming Peck '20 Department Neuroscience