Paula Lauren

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Cosine Distance

Confidence Intervals

Sequence Labeling

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Paula Lauren, Paul Watta
Work-in-Progress: Integrating Generative AI with Evidence-based Learning Strategies in Computer Science and Engineering Education. FIE (2023)
Paula Lauren
Reconstructing Word Representations from Pre-trained Subword Embeddings. CSCI (2022)
Paula Lauren
Constraining Weighted Word Co-occurrence Frequencies in Word Embeddings. IEEE BigData (2021)
Paula Lauren, Paul Watta
A Conversational User Interface for Stock Analysis. IEEE BigData (2019)
Paula Lauren, Guangzhi Qu, Jucheng Yang, Paul Watta, Guang-Bin Huang, Amaury Lendasse
Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks. Cogn. Comput. 10 (4) (2018)
Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse
Discriminant document embeddings with an extreme learning machine for classifying clinical narratives. Neurocomputing 277 (2018)
Paula Lauren, Guangzhi Qu, Paul Watta
Convolutional neural network for clinical narrative categorization. IEEE BigData (2017)
Anton Akusok, Andrey Gritsenko, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
Adding reliability to ELM forecasts by confidence intervals. Neurocomputing 219 (2017)
Paula Lauren, Guangzhi Qu, Guang-Bin Huang, Paul Watta, Amaury Lendasse
A low-dimensional vector representation for words using an extreme learning machine. IJCNN (2017)
Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse
Clinical narrative classification using discriminant word embeddings with ELM. IJCNN (2016)
Xun Liu, Chenwei Deng, Shuigen Wang, Guang-Bin Huang, Baojun Zhao, Paula Lauren
Fast and Accurate Spatiotemporal Fusion Based Upon Extreme Learning Machine. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Anton Akusok, Stephen Baek, Yoan Miché, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse
ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines. Neurocomputing 205 (2016)