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Artificial intelligence

Statistical and Machine Learning forecasting methods: Concerns and ways forward

Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos

pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis

Theodoros Giannakopoulos

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Wei Bao, Jun Yue, Yulei Rao

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Markus Goldstein, Seiichi Uchida

SoilGrids250m: Global gridded soil information based on machine learning

Tomislav Hengl, Jorge Mendes de Jesus, [ ... ], Bas Kempen

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen F. Weng, Jenna Reps, [ ... ], Nadeem Qureshi

Machine learning algorithm validation with a limited sample size

Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson

Hate speech detection: Challenges and solutions

Sean MacAvaney, Hao-Ren Yao, [ ... ], Ophir Frieder

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Vân Anh Huynh-Thu, Alexandre Irrthum, Louis Wehenkel, Pierre Geurts

Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads

Arkaitz Zubiaga, Maria Liakata, [ ... ], Peter Tolmie

The “Reading the Mind in the Eyes” Test: Complete Absence of Typical Sex Difference in ~400 Men and Women with Autism

Simon Baron-Cohen, Daniel C. Bowen, [ ... ], Meng-Chuan Lai

The Effects of Twitter Sentiment on Stock Price Returns

Gabriele Ranco, Darko Aleksovski, [ ... ], Igor Mozetič

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