The State of the Art in Integrating Machine Learning into Visual Analytics

22 February 2018

C. Turkay

Papers citing "The State of the Art in Integrating Machine Learning into Visual Analytics"

33 / 33 papers shown

Title
The Human-Data-Model Interaction Canvas for Visual Analytics Jürgen Bernard 135 0 0 12 May 2025
Visualization for Recommendation Explainability: A Survey and New Perspectives Mohamed Amine Chatti Mouadh Guesmi Arham Muslim XAI HAI LRM 59 7 0 19 May 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 80 7 0 05 Apr 2023
Challenges in anomaly and change point detection Madalina Olteanu Fabrice Rossi Florian Yger 54 0 0 27 Dec 2022
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations Angelos Chatzimparmpas R. Martins I. Jusufi K. Kucher Fabrice Rossi A. Kerren FAtt 96 162 0 22 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics C. Meinecke Estelle Guéville D. Wrisley Stefan Jänicke 57 4 0 20 Aug 2022
A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms Zhilan Zhou Wenyuan Wang Mengtian Guo Yue Wang David Gotz 77 8 0 08 Aug 2022
Learnable Optimal Sequential Grouping for Video Scene Detection Daniel Rotman Yevgeny Yaroker Elad Amrani Udi Barzelay Rami Ben-Ari 33 10 0 17 May 2022
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions Boris Kovalerchuk Ruazvan Andonie Nuno Datia Kawa Nazemi Ebad Banissi 29 10 0 03 May 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 96 38 0 13 Apr 2022
Trust in Prediction Models: a Mixed-Methods Pilot Study on the Impact of Domain Expertise Jeroen Ooge K. Verbert 54 8 0 16 Sep 2021
VitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics Arpit Narechania Alireza Karduni Ryan Wesslen Emily Wall 82 25 0 07 Aug 2021
PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback Yuncong Yu Dylan Kruyff Tim Becker M. Behrisch AI4TS 55 13 0 30 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 126 58 0 29 Apr 2021
A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization Qianwen Wang Zhutian Chen Yong Wang Huamin Qu 102 81 0 01 Dec 2020
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics Adam Joseph Coscia Duen Horng Chau Alex Endert HAI 11 1 0 19 Nov 2020
Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective Bao-Gang Hu Hanbing Qu AI4CE 105 1 0 12 Nov 2020
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes Yuxin Ma Arlen Fan Jingrui He A. R. Nelakurthi Ross Maciejewski 76 25 0 15 Sep 2020
Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs Tom Horak P. Berger H. Schumann Raimund Dachselt C. Tominski 28 28 0 07 Sep 2020
P6: A Declarative Language for Integrating Machine Learning in Visual Analytics J. Li K. Ma 51 16 0 03 Sep 2020
An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration John E. Wenskovitch Chris North 44 13 0 20 Aug 2020
Explainable Matrix -- Visualization for Global and Local Interpretability of Random Forest Classification Ensembles Mário Popolin Neto F. Paulovich FAtt 79 89 0 08 May 2020
Interpretability of machine learning based prediction models in healthcare Gregor Stiglic Primož Kocbek Nino Fijačko Marinka Zitnik K. Verbert Leona Cilar AI4CE 71 388 0 20 Feb 2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models Qianwen Wang W. Alexander J. Pegg Huamin Qu Min Chen VLM 63 10 0 12 Feb 2020
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections Mennatallah El-Assady Rebecca Kehlbeck C. Collins Daniel A. Keim Oliver Deussen 51 43 0 01 Aug 2019
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning Thilo Spinner U. Schlegel H. Schäfer Mennatallah El-Assady HAI 76 239 0 29 Jul 2019
VIANA: Visual Interactive Annotation of Argumentation F. Sperrle Rita Sevastjanova Rebecca Kehlbeck Mennatallah El-Assady 58 25 0 29 Jul 2019
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference Sebastian Gehrmann Hendrik Strobelt Robert Krüger Hanspeter Pfister Alexander M. Rush HAI 101 58 0 24 Jul 2019
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics Yuxin Ma Tiankai Xie Jundong Li Ross Maciejewski AAML 66 67 0 17 Jul 2019
NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Polarization Simulation Subhashis Hazarika Haoyu Li Ko-Chih Wang Han-Wei Shen Ching-Shan Chou 91 20 0 19 Apr 2019
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems Sina Mohseni Niloofar Zarei Eric D. Ragan 122 102 0 28 Nov 2018
Recent Research Advances on Interactive Machine Learning Liu Jiang Shixia Liu Changjian Chen AI4CE VLM 60 80 0 12 Nov 2018