BaobabView: Interactive construction and analysis of decision trees

No abstract is available for this paper.

• Publication year

  2011

• Venue

  IEEE Conference on Visual Analytics Science and Technology

• Publication date

  2011-12-15

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.1109/VAST.2011.6102453
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Classification and regression trees

  2012influential reference
• Classification and regression trees

  2011cited by this paper
• Interactivity Closes the Gap - Lessons Learned in an Automotive Industry Application

  2010cited by this paper
• Parallel Filter: A Visual Classifier Based on Parallel Coordinates and Multivariate Data Analysis

  2009cited by this paper
• VDM-RS: A visual data mining system for exploring and classifying remotely sensed images

  2009cited by this paper
• Visualizing Categorical Data

  2009cited by this paper
• The WEKA data mining software: an update

  2009cited by this paper
• Glossary of terms.

  2009influential reference
• Towards Effective Visual Data Mining with Cooperative Approaches

  2008cited by this paper
• Visualization of decision rules - from the cardiologist’s point of view

  2008cited by this paper
• Stacked Graphs – Geometry & Aesthetics

  2008influential reference
• Visualization support to better comprehend and improve decision tree classification modelling process: a survey and appraisal

  2007cited by this paper
• Interactive Exploration of Decision Tree Results

  2007cited by this paper
• Interactive Visual Decision Tree Classification

  2007influential reference
• Design and evaluation of visualization support to facilitate decision trees classification

  2007influential reference
• Test strategies for cost-sensitive decision trees

  2006cited by this paper
• High Dimensional Visual Data Classification

  2006influential reference
• Top-down induction of decision trees classifiers - a survey

  2005influential reference
• Induction of decision trees

  2004cited by this paper
• PolyCluster: an interactive visualization approach to construct classification rules

  2004cited by this paper
• PaintingClass: interactive construction, visualization and exploration of decision trees

  2003cited by this paper
• StarClass: Interactive Visual Classification using Star Coordinates

  2003cited by this paper
• Interactive machine learning: letting users build classifiers

  2002cited by this paper
• Types of Cost in Inductive Concept Learning

  2002cited by this paper
• Cooperation between automatic algorithms , interactive algorithms and visualization tools for Visual Data Mining

  2002influential reference
• Concept tree based clustering visualization with shaded similarity matrices

  2002cited by this paper
• Interactive Construction of Decision Trees

  2001influential reference
• A comparison of 2-D visualizations of hierarchies

  2001cited by this paper
• Case study: visualization for decision tree analysis in data mining

  2001cited by this paper
• Model visualization

  2001cited by this paper
• Graphviz - Open Source Graph Drawing Tools

  2001cited by this paper
• Interactive Visualization in Mining Large Decision Trees

  2000cited by this paper
• Towards an effective cooperation of the user and the computer for classification

  2000cited by this paper
• Visual data mining

  1999cited by this paper
• Visual classification: an interactive approach to decision tree construction

  1999cited by this paper
• MetaCost: a general method for making classifiers cost-sensitive

  1999cited by this paper
• Improved Use of Continuous Attributes in C4.5

  1996cited by this paper
• 'Circle Segments': A Technique for Visually Exploring Large Multidimensional Data Sets

  1996cited by this paper
• A Technique for Drawing Directed Graphs

  1993cited by this paper
• C4.5: Programs for Machine Learning

  1992influential reference
• Simplifying decision trees

  1987cited by this paper
• Experiments in automatic learning of medical diagnostic rules

  1984cited by this paper
• Methods for Visual Understanding of Hierarchical System Structures

  1981cited by this paper
• TOWARDS SIMPLE , EASY TO UNDERSTAND , AN INTERACTIVE DECISION TREE ALGORITHM

  year unknowncited by this paper

• An interactive approach for group-based event log exploration

  2025cites this paper
• Cluster-Based Random Forest Visualization and Interpretation

  2025influential citation
• The Efficacy of Rule-Based Versus Large Language Model-Based Chatbots in Alleviating Symptoms of Depression and Anxiety: Systematic Review and Meta-Analysis

  2025cites this paper
• ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms

  2025cites this paper
• A Planar Straight-line Grid Drawing Algorithm for General Trees with User-Selected Positioning of Leaves Close to the Root

  2025cites this paper
• A Review of the Application of Decision Tree Analysis and Artificial Neural Networks in Project Management

  2025cites this paper
• A domain knowledge-driven visual analytics system for photovoltaic power time series forecasting

  2025influential citation
• User-centered Method for Explaining Autonomous Vehicle Control Systems via Decision Trees

  2025cites this paper
• Deciphering Personal Argument Styles - A Comprehensive Approach to Analyzing Linguistic Properties of Argument Preferences

  2024cites this paper
• Exploration of Preference Models using Visual Analytics

  2024cites this paper
• Visualisation of Random Forest classification

  2024cites this paper
• Mountaineer: Topology-Driven Visual Analytics for Comparing Local Explanations

  2024cites this paper
• Generalizing OD Maps to Explore Multi-dimensional Geospatial Datasets

  2024cites this paper
• Exploring smart heat meter data: A co-clustering driven approach to analyse the energy use of single-family houses

  2024cites this paper
• TA3: Testing Against Adversarial Attacks on Machine Learning Models

  2024cites this paper
• AI-Spectra: A Visual Dashboard for Model Multiplicity to Enhance Informed and Transparent Decision-Making

  2024cites this paper
• Influence of Explanatory Variable Distributions on the Behavior of the Impurity Measures Used in Classification Tree Learning

  2024cites this paper
• RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers

  2024cites this paper
• Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects

  2024cites this paper
• GBDT4CTRVis: visual analytics of gradient boosting decision tree for advertisement click-through rate prediction

  2024cites this paper
• ParetoTracker: Understanding Population Dynamics in Multi-Objective Evolutionary Algorithms Through Visual Analytics

  2024cites this paper
• DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps

  2023cites this paper
• Combining Degree of Interest Functions and Progressive Visualization

  2023cites this paper
• Understanding the Forest: A Visualization Tool to Support Decision Tree Analysis

  2023influential citation
• Visual Diagnosis of Tree Boosting Methods

  2023cites this paper
• Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research

  2023cites this paper
• CCET: towards customized explanation of clustering

  2023influential citation
• VIS+AI: integrating visualization with artificial intelligence for efficient data analysis

  2023cites this paper
• Interactive Decision Tree Creation and Enhancement with Complete Visualization for Explainable Modeling

  2023cites this paper
• Visually Abstracting Event Sequences as Double Trees Enriched with Category‐Based Comparison

  2023cites this paper
• DASS Good: Explainable Data Mining of Spatial Cohort Data

  2023cites this paper
• 2022

  2022cites this paper
• RfX: A Design Study for the Interactive Exploration of a Random Forest to Enhance Testing Procedures for Electrical Engines

  2022cites this paper
• Precision diagnostic approach to predict 5-year risk for microvascular complications in type 1 diabetes

  2022cites this paper
• Visual Analytics for Human-Centered Machine Learning

  2022cites this paper
• Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets

  2022cites this paper
• Interactive Machine Learning: A State of the Art Review

  2022influential citation
• Visualization for Machine Learning

  2022cites this paper
• Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models

  2022influential citation
• Investigating the Evolution of Tree Boosting Models with Visual Analytics

  2021influential citation
• Why an Android App Is Classified as Malware

  2021cites this paper
• Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

  2021cites this paper
• Visual Analysis of Economic Decision-Making and Wealth Change under Simulated Situations

  2021cites this paper
• A Critical Reflection on Visualization Research: Where Do Decision Making Tasks Hide?

  2021cites this paper
• Multivariate Data Explanation by Jumping Emerging Patterns Visualization

  2021cites this paper
• Interactive Decision Tree Learning and Decision Rule Extraction Based on the ImbTreeEntropy and ImbTreeAUC Packages

  2021cites this paper
• VineMap: a metaphor visualization method for public opinion hierarchy from text data

  2021cites this paper
• Integrating scientific knowledge into machine learning using interactive decision trees

  2021cites this paper
• Wikipedia ORES Explorer: Visualizing Trade-offs For Designing Applications With Machine Learning API

  2021cites this paper
• A State-of-the-Art Survey of Tasks for Tree Design and Evaluation With a Curated Task Dataset

  2021cites this paper
• VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees

  2021cites this paper
• Evaluating Forecasting, Knowledge, and Visual Analytics

  2021cites this paper
• Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers

  2021influential citation
• Randomized Classifiers vs Human Decision-Makers: Trustworthy AI May Have to Act Randomly and Society Seems to Accept This

  2021cites this paper
• Cluster-Flow Parallel Coordinates: Tracing Clusters Across Subspaces

  2020cites this paper
• Visual Analysis for Spatio-Temporal Event Correlation in Manufacturing

  2020cites this paper
• ProtoSteer: Steering Deep Sequence Model with Prototypes

  2020cites this paper
• Gaggle: Visual Analytics for Model Space Navigation

  2020cites this paper
• Gaggle: Visual Analytics using Interactive Multi-Model Steering

  2020cites this paper
• Root-Cause Analysis with Interactive Decision Trees

  2020cites this paper
• Research of Data Analysis Techniques for Vibration Monitoring of Technological Equipment

  2020cites this paper
• RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms

  2020cites this paper
• Sequence Braiding: Visual Overviews of Temporal Event Sequences and Attributes

  2020cites this paper
• Visually Analyzing and Steering Zero Shot Learning

  2020cites this paper
• Visual Neural Decomposition to Explain Multivariate Data Sets

  2020cites this paper
• The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

  2020cites this paper
• CausalFlow: Visual Analytics of Causality in Event Sequences

  2020cites this paper
• A survey of visual analytics techniques for machine learning

  2020cites this paper
• QUESTO: Interactive Construction of Objective Functions for Classification Tasks

  2020cites this paper
• Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together

  2020cites this paper
• Visual Analytics and Human Involvement in Machine Learning

  2020cites this paper
• Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles

  2020cites this paper
• ExplainExplore: Visual Exploration of Machine Learning Explanations

  2020cites this paper
• Why an Android App is Classified as Malware? Towards Malware Classification Interpretation

  2020cites this paper
• A Taxonomy of Treemap Visualization Techniques

  2020cites this paper
• Adaptative Clinical Decision Support System using Machine Learning and Authoring Tools

  2020cites this paper
• Visual Analytics in Digital Pathology: Challenges and Opportunities

  2019cites this paper
• Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures

  2019cites this paper
• Decision Support in Medical Data Using 3D Decision Tree Visualisation

  2019influential citation
• Enhancing statistical charts: toward better data visualization and analysis

  2019cites this paper
• Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics

  2019cites this paper
• Visualizing surrogate decision trees of convolutional neural networks

  2019cites this paper
• Solving Challenges at the Interface of Simulation and Big Data Using Machine Learning

  2019cites this paper
• Visual Analytics of a Computer-Aided Diagnosis System for Pancreatic Lesions

  2019cites this paper
• ConfusionFlow: A Model-Agnostic Visualization for Temporal Analysis of Classifier Confusion

  2019influential citation
• Visual exploration of an ensemble of classifiers

  2019cites this paper
• Exploration Data Source 1 2 3 Model Training Model Generation 4 Models Exploration Instances Model : 1 meanSquaredError : 0

  2019cites this paper
• iForest: Interpreting Random Forests via Visual Analytics

  2019cites this paper
• RegressionExplorer: Interactive Exploration of Logistic Regression Models with Subgroup Analysis

  2019cites this paper
• FDive: Learning Relevance Models Using Pattern-based Similarity Measures

  2019cites this paper
• AnchorViz

  2019cites this paper
• Supporting End-User Understanding of Classification Errors: Visualization and Usability Issues

  2019cites this paper
• system Data Exploration Data attributes and their relationships Problem Specification Generation Final problem specification set to be used for models generation Data and Problem Exploration Data Source 1 2 3 Model Training Model Generation 4 Models Exploration

  2019cites this paper
• Interactive Exploration of Large Decision Tree Ensembles

  2019cites this paper
• A User‐based Visual Analytics Workflow for Exploratory Model Analysis

  2018cites this paper
• SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance

  2018influential citation
• Knowledge Generation in Visual Analytics: Integrating Human and Machine Intelligence for Exploration of Big Data

  2018influential citation
• TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees

  2018influential citation
• Visual Diagnosis of Tree Boosting Methods

  2018influential citation
• Supporting End-User Understanding of Classification Errors

  2018cites this paper