基本信息
浏览量:29

个人简介
Goal: Apply machine learning and statistical technologies in Natural Language Processing and bio-medical research.
Specialties:
1. Deep Learning: Convolutional Neural Network, Recurrent Neural Network(Long Short-Term Memory(LSTM), Gated Recurrent Unit(GRU)), word embeddings, Invented Syntactic Embeddings :)
2. Conventional Machine Learning and Statistical Analysis: Tree kernel, Feature Selection, clustering techniques, classification and regression; Temporal relation discovery from the clinical narrative; clinical phenotype classification based on EMR data;
3. Programming languages: Java, Python, R, Matlab, C
4. Packages: Keras, Theano, Tensorflow, Word2Vec, GloVe, scikit-learn, weka, cleartk, Apache cTAKES, svmlight, libsvm, liblinear, dchip, NLTK, GNU Scientific Library.
Specialties:
1. Deep Learning: Convolutional Neural Network, Recurrent Neural Network(Long Short-Term Memory(LSTM), Gated Recurrent Unit(GRU)), word embeddings, Invented Syntactic Embeddings :)
2. Conventional Machine Learning and Statistical Analysis: Tree kernel, Feature Selection, clustering techniques, classification and regression; Temporal relation discovery from the clinical narrative; clinical phenotype classification based on EMR data;
3. Programming languages: Java, Python, R, Matlab, C
4. Packages: Keras, Theano, Tensorflow, Word2Vec, GloVe, scikit-learn, weka, cleartk, Apache cTAKES, svmlight, libsvm, liblinear, dchip, NLTK, GNU Scientific Library.
研究兴趣
论文共 48 篇作者统计合作学者相似作者
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crossref(2024)
bin Ma,lin Chen
International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023) (2023)
Chen Lin, Zhou Xiaoxiao
2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)pp.1-4, (2022)
Proceedings of the 20th Workshop on Biomedical Language Processing (2021)
Liang,Nicole Kim,Jue Hou,Tianrun Cai,Kumar Dahal,Chen Lin,Sean Finan,Guergana Savovoa,Mattia Rosso, Mariann Polgar-Tucsanyi,Howard Weiner,Tanuja Chitnis,Tianxi Cai,Zongqi Xia
arXiv (Cornell University) (2021)
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作者统计
#Papers: 48
#Citation: 1392
H-Index: 19
G-Index: 37
Sociability: 5
Diversity: 3
Activity: 11
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