Receive a weekly summary and discussion of the top papers of the week by leading researchers in the field.

A Deep Learning Approach for Segmentation of Red Blood Cell Images and Malaria Detection.
In Entropy (Basel, Switzerland)
Delgado-Ortet Maria, Molina Angel, Alférez Santiago, Rodellar José, Merino Anna
2020-Jun-13
blood cell classification, convolutional neural networks, deep learning, malaria detection, red blood cell (RBC) segmentation

A New Information-Theoretic Method for Advertisement Conversion Rate Prediction for Large-Scale Sparse Data Based on Deep Learning.
In Entropy (Basel, Switzerland)
Xia Qianchen, Lv Jianghua, Ma Shilong, Gao Bocheng, Wang Zhenhua
2020-Jun-10
LSTM, advertising conversion rate, deep learning, information-theoretic method, online advertising, time series

Multi-Stage Meta-Learning for Few-Shot with Lie Group Network Constraint.
In Entropy (Basel, Switzerland)
Dong Fang, Liu Li, Li Fanzhang
2020-Jun-05
convolutional neural network, deep learning, lie group, machine learning, meta-learning

Amazon Employees Resources Access Data Extraction via Clonal Selection Algorithm and Logic Mining Approach.
In Entropy (Basel, Switzerland)
Zamri Nur Ezlin, Mansor Mohd Asyraf, Mohd Kasihmuddin Mohd Shareduwan, Alway Alyaa, Mohd Jamaludin Siti Zulaikha, Alzaeemi Shehab Abdulhabib
2020-May-27
Boolean satisfiability, clonal selection algorithm, data extraction, human resources management, logic mining

Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks.
In Entropy (Basel, Switzerland)
Isasi Iraia, Irusta Unai, Aramendi Elisabete, Eftestøl Trygve, Kramer-Johansen Jo, Wik Lars
2020-May-27
adaptive filter, cardiopulmonary resuscitation (CPR), convolutional neural network (CNN), deep learning, electrocardiogram (ECG), machine learning, out-of-hospital cardiac arrest (OHCA), random forest (RF) classifier

Information-Theoretical Criteria for Characterizing the Earliness of Time-Series Data.
In Entropy (Basel, Switzerland)
Lemus Mariano, Beirão João P, Paunković Nikola, Carvalho Alexandra M, Mateus Paulo
2019-Dec-30
Akaike information criterion, minimum description length, time-series charaterization
Weekly Summary
Receive a weekly summary and discussion of the top papers of the week by leading researchers in the field.