no code implementations • 29 Mar 2021 • Anshuman Swain, Travis Byrum, Zhaoyi Zhuang, Luke Perry, Michael Lin, William Fagan
We hope that these tools in R will help increase the accessibility of network tools to ecologists and other biologists, who the language for most of their analysis.
no code implementations • 21 Nov 2020 • Baohua Sun, Michael Lin, Hao Sha, Lin Yang
The existing methods normally detect where the characters are, and then recognize the character for each detected location.
no code implementations • 28 Jan 2020 • Baohua Sun, Lin Yang, Hao Sha, Michael Lin
Recent years NLP research has witnessed the record-breaking accuracy improvement by DNN models.
no code implementations • 4 Jun 2019 • Baohua Sun, Lin Yang, Michael Lin, Wenhan Zhang, Patrick Dong, Charles Young, Jason Dong
In this paper, we implemented the text classification and sentiment analysis applications on mobile devices using CNN-DSA chips.
no code implementations • 28 May 2019 • Baohua Sun, Lin Yang, Wenhan Zhang, Michael Lin, Patrick Dong, Charles Young and Jason Dong
The recent work of Super Characters method using two-dimensional word embedding achieved state-of-the-art results in text classification tasks, showcasing the promise of this new approach.
no code implementations • 25 May 2019 • Baohua Sun, Lin Yang, Michael Lin, Charles Young, Patrick Dong, Wenhan Zhang, Jason Dong
In this paper, we propose the SuperCaptioning method, which borrows the idea of two-dimensional word embedding from Super Characters method, and processes the information of language and vision together in one single CNN model.
no code implementations • 7 May 2019 • Baohua Sun, Lin Yang, Michael Lin, Charles Young, Jason Dong, Wenhan Zhang, Patrick Dong
The recent work of Super Characters method using two-dimensional word embedding achieved state-of-the-art results in text classification tasks, showcasing the promise of this new approach.
no code implementations • 1 Mar 2019 • Michael Lin, Richard J. La, Nuno C. Martins
We consider a discrete-time system comprising a first-come-first-served queue, a non-preemptive server, and a scheduler that governs the assignment of tasks in the queue to the server.
Applications
5 code implementations • 26 Feb 2019 • Baohua Sun, Lin Yang, Wenhan Zhang, Michael Lin, Patrick Dong, Charles Young, Jason Dong
Tabular data is the most commonly used form of data in industry.
no code implementations • 24 Jan 2019 • Baohua Sun, Lin Yang, Catherine Chi, Wenhan Zhang, Michael Lin
The Super Characters method addresses sentiment analysis problems by first converting the input text into images and then applying 2D-CNN models to classify the sentiment.
no code implementations • 19 Sep 2018 • Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea
In nonlinear time series analysis and dynamical systems theory, Takens' embedding theorem states that the sliding window embedding of a generic observation along trajectories in a state space, recovers the region traversed by the dynamics.
Dynamical Systems Computational Geometry Algebraic Topology 37M10, 37M05, 37N99 I.3.5; G.1.m