AHMoSe: A Knowledge-Based Visual Support System for Selecting Regression
Machine Learning Models

AHMoSe: A Knowledge-Based Visual Support System for Selecting Regression Machine Learning Models

28 January 2021

Papers citing "AHMoSe: A Knowledge-Based Visual Support System for Selecting Regression Machine Learning Models"

12 / 12 papers shown

Title
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation Aécio Santos Sonia Castelo Cristian Felix Jorge Piazentin Ono Bowen Yu S. Hong Cláudio T. Silva E. Bertini J. Freire HAI 34 30 0 05 Jul 2019
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning Qianwen Wang Yao Ming Zhihua Jin Qiaomu Shen Dongyu Liu Micah J. Smith K. Veeramachaneni Huamin Qu HAI 48 101 0 13 Feb 2019
A User-based Visual Analytics Workflow for Exploratory Model Analysis Dylan Cashman S. Humayoun Florian Heimerl Kendall Park Subhajit Das ... Abigail Mosca J. Stasko Alex Endert Michael Gleicher Remco Chang 38 41 0 27 Sep 2018
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation Minsuk Kahng Nikhil Thorat Duen Horng Chau F. Viégas Martin Wattenberg HAI GAN 48 172 0 05 Sep 2018
Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models Jiawei Zhang Yang Wang Piero Molino Lezhi Li D. Ebert FAtt 48 204 0 01 Aug 2018
RuleMatrix: Visualizing and Understanding Classifiers with Rules Yao Ming Huamin Qu E. Bertini FAtt 62 215 0 17 Jul 2018
Visual Analytics for Explainable Deep Learning Jaegul Choo Shixia Liu HAI XAI 58 236 0 07 Apr 2018
Consistent Individualized Feature Attribution for Tree Ensembles Scott M. Lundberg G. Erion Su-In Lee FAtt TDI 60 1,399 0 12 Feb 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,906 0 22 May 2017
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective Shixia Liu Xiting Wang Mengchen Liu Jun Zhu HAI 51 365 0 04 Feb 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,976 0 16 Feb 2016
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 122 1,872 0 22 Jun 2015