Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology

9 September 2018

Papers citing "Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology"

32 / 32 papers shown

Title
Adaptive Machine Learning for Resource-Constrained Environments Sebastián A. Cajas Ordóñez Jaydeep Samanta Andrés L. Suárez-Cetrulo Ricardo Simón Carbajo 180 0 0 24 Mar 2025
Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation Guang Lin D. Nguyen Zerui Tao Konstantinos Slavakis Toshihisa Tanaka Qibin Zhao AAML 110 1 0 25 Feb 2025
A Call for Critically Rethinking and Reforming Data Analysis in Empirical Software Engineering Matteo Esposito Mikel Robredo Murali Sridharan Guilherme Horta Travassos Rafael Peñaloza Valentina Lenarduzzi 92 0 0 22 Jan 2025
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach Firas Bayram Bestoun S. Ahmed OOD 60 2 0 28 Oct 2024
MEMS Gyroscope Multi-Feature Calibration Using Machine Learning Technique Yaoyao Long Zhenming Liu Cong Hao Farrokh Ayazi 14 1 0 10 Oct 2024
The Monetisation of Toxicity: Analysing YouTube Content Creators and Controversy-Driven Engagement Jian Li Bowen Xu Sören Schwertfeger 37 4 0 01 Aug 2024
Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation Ge Chen Yulan Hu Sheng Ouyang Yong Liu Cuicui Luo 87 0 0 25 Jun 2024
A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Framework Arash Ahmadi Sarah S. Sharif Yaser M. Banad FedML 34 2 0 04 Jun 2024
How many samples are needed to train a deep neural network? Pegah Golestaneh Mahsa Taheri Johannes Lederer 76 4 0 26 May 2024
MCDFN: Supply Chain Demand Forecasting via an Explainable Multi-Channel Data Fusion Network Model Md Abrar Jahin Asef Shahriar Md Al Amin AI4TS 79 5 0 24 May 2024
On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets Luke Oluwaseye Joel Wesley Doorsamy B. Paul AI4TS 53 7 0 13 Mar 2024
Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction Saeid Bayat N. Shahmansouri Satya RT Peddada Alex Tessier Adrian Butscher James T. Allison 15 1 0 24 Nov 2023
Reimagining Application User Interface (UI) Design using Deep Learning Methods: Challenges and Opportunities Subtain Malik M. T. Saeed Marya Jabeen Zia S. Rasool Liaquat A. Khan Mian Ilyas Ahmed AI4TS AI4CE 36 3 0 23 Mar 2023
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer Zhaoyang Chen Lina Siltala-Li Mikko Lassila Pekka Malo Eeva Vilkkumaa T. Saaresranta A. Virkki 69 5 0 28 Jan 2023
Predicting mental health using social media: A roadmap for future development R. Safa S. A. Edalatpanah Ali Sorourkhah AI4MH 56 11 0 25 Jan 2023
A case study of spatiotemporal forecasting techniques for weather forecasting Shakir Showkat Sofi Ivan Oseledets 62 4 0 29 Sep 2022
Artificial intelligence system based on multi-value classification of fully connected neural network for construction management Tetyana Honcharenko R. Akselrod A. Shpakov O. Khomenko 35 0 0 19 Jun 2022
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning A. Feder Cooper Emanuel Moss Benjamin Laufer Helen Nissenbaum MLAU 96 90 0 10 Feb 2022
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features? Erik Otović Marko Njirjak Dario Jozinović G. Mauša A. Michelini Ivan Štajduhar AI4TS 46 44 0 12 Jan 2022
Deciphering Environmental Air Pollution with Large Scale City Data Mayukh Bhattacharyya Sayan Nag Udita Ghosh AI4CE 47 5 0 09 Sep 2021
Data-driven Small-signal Modeling for Converter-based Power Systems F. Rossi E. Prieto‐Araujo M. Cheah‐Mane O. Gomis‐Bellmunt 35 0 0 30 Aug 2021
A Look at the Evaluation Setup of the M5 Forecasting Competition Hansika Hewamalage Pablo Montero-Manso Christoph Bergmeir Rob J. Hyndman 150 3 0 08 Aug 2021
Towards Error Measures which Influence a Learners Inductive Bias to the Ground Truth A. I. Parkes Adam Sobey D. Hudson UQCV 43 1 0 04 May 2021
Modelling the COVID-19 virus evolution with Incremental Machine Learning Andrés L. Suárez-Cetrulo Ankit Kumar Luis Miralles-Pechuán 36 4 0 14 Apr 2021
Computation Resource Allocation Solution in Recommender Systems Xun Yang Yunli Wang Cheng Chen Qing Tan Chuan Yu Jian Xu Xiaoqiang Zhu 11 7 0 03 Mar 2021
Predicting the Mechanical Properties of Biopolymer Gels Using Neural Networks Trained on Discrete Fiber Network Data Yue Leng Vahidullah Tac S. Calve A. B. Tepole 86 32 0 23 Jan 2021
A critical analysis of metrics used for measuring progress in artificial intelligence Kathrin Blagec Georg Dorffner M. Moradi Matthias Samwald 76 34 0 06 Aug 2020
Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models Arko Barman AI4TS 16 12 0 05 Jun 2020
Insights into Performance Fitness and Error Metrics for Machine Learning M. Z. Naser A. Alavi 52 288 0 17 May 2020
Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning Marcel F. Langer Alex Goessmann M. Rupp AI4CE 73 99 0 26 Mar 2020
A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels Lorenz Braun S. Nikas Chen Song Vincent Heuveline Holger Fröning 37 39 0 20 Jan 2020
System Identification with Time-Aware Neural Sequence Models Thomas Demeester 57 12 0 21 Nov 2019