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04/09/2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model
A user-generated text on social media enables health workers to keep tra...
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11/20/2021
Learning Non-Stationary Time-Series with Dynamic Pattern Extractions
The era of information explosion had prompted the accumulation of a trem...
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07/09/2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT
The availability of biomedical text data and advances in natural languag...
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07/06/2021
Clustering and attention model based for Intelligent Trading
The foreign exchange market has taken an important role in the global fi...
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06/17/2021
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU
Vaccines are an important public health measure, but vaccine hesitancy a...
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03/13/2021
SMOTE-ENC: A novel SMOTE-based method to generate synthetic data for nominal and continuous features
Real world datasets are heavily skewed where some classes are significan...
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03/13/2021
Feature Learning for Stock Price Prediction Shows a Significant Role of Analyst Rating
To reject the Efficient Market Hypothesis a set of 5 technical indicator...
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12/27/2020
Portfolio Optimization with 2D Relative-Attentional Gated Transformer
Portfolio optimization is one of the most attentive fields that have bee...
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09/19/2020
BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition
In recent years, with the growing amount of biomedical documents, couple...
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08/16/2020
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading
Foreign exchange is the largest financial market in the world, and it is...
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08/16/2020
Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price
Every change of trend in the forex market presents a great opportunity a...
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08/16/2020
Open source tools for management and archiving of digital microscopy data to allow integration with patient pathology and treatment information
Virtual microscopy includes digitisation of histology slides and the use...
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08/16/2020
Benchmarking database performance for genomic data
Genomic regions represent features such as gene annotations, transcripti...
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07/22/2019