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20182021
most citedTime Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior

7 citations · 12 across the 5 of their papers we have counts for

collaborators

6 papers

cs.LG2021★ 2 cited

Time Series Data Mining Algorithms Towards Scalable and Real-Time Behavior Monitoring

Alireza Abdoli

In recent years, there have been unprecedented technological advances in sensor technology, and sensors have become more affordable than ever. Thus, sensor-driven data collection i…

cs.ET2020

Low-Cost Performance-Efficient Field-Programmable Pin-Constrained Digital Microfluidic Biochip

Alireza Abdoli, Sedigheh Farhadtoosky, Ali Jahanian

Digital microfluidic biochips (DMFBs) are revolutionary biomedical devices towards diagnostics and point-of-care applications; the chips provide the capability of performing wide r…

cs.ET2019★ 2 cited

Design Flow of Digital Microfluidic Biochips Towards Improving Fault-Tolerance

Alireza Abdoli

Given the ever-increasing advances of digital microfluidic biochips and their application in a wide range of areas including bio-chemistry experiments, diagnostics, and monitoring…

cs.LG2019★ 1 cited

Features or Shape? Tackling the False Dichotomy of Time Series Classification

Sara Alaee, Alireza Abdoli, Christian Shelton +3

Time series classification is an important task in its own right, and it is often a precursor to further downstream analytics. To date, virtually all works in the literature have u…

cs.LG2019★ 7 cited

Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior

Alireza Abdoli, Amy C. Murillo, Alec C. Gerry +1

Poultry farms are a major contributor to the human food chain. However, around the world, there have been growing concerns about the quality of life for the livestock in poultry fa…

cs.LG2018

Time Series Classification to Improve Poultry Welfare

Alireza Abdoli, Amy C. Murillo, Chin-Chia M. Yeh +2

Poultry farms are an important contributor to the human food chain. Worldwide, humankind keeps an enormous number of domesticated birds (e.g. chickens) for their eggs and their mea…