Estimation of the Information by an Adaptive Partitioning of the Observation Space

No abstract is available for this paper.

• Publication year

  1999

• Venue

  IEEE Transactions on Information Theory

• Publication date

  1999-05-01

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1109/18.761290
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Elements of Information Theory

  2005influential reference
• Entropy expressions for multivariate continuous distributions

  2000cited by this paper
• Best Asymptotic Normality of the Kernel Density Entropy Estimator for Smooth Densities

  1999cited by this paper
• Predictability: An Information-Theoretic Perspective

  1998cited by this paper
• The mutual information as a measure of statistical dependence

  1997cited by this paper
• Nonparametric entropy estimation. An overview

  1997cited by this paper
• Multivariate Density Estimation

  1996cited by this paper
• Limit theorems for the logarithm of sample spacings

  1995cited by this paper
• Distribution estimation consistent in total variation and in two types of information divergence

  1992cited by this paper
• Density-free convergence properties of various estimators of entropy

  1987cited by this paper

• Information Cascade in Solar Wind Density Fluctuations

  2026cites this paper
• Narrative Divergence and Disinformation: An Entropic Model for Assessing the Informative Utility of Public Information Sources.

  2026cites this paper
• Detection of Voice Pathologies with Information Theory Based Features

  2026cites this paper
• Quantifying coupling and causality in dynamic bivariate systems: a unified framework for time-domain, spectral, and information-theoretic analysis

  2026cites this paper
• Hierarchical Causal Discovery and Assessment in Alkaline Electrolysis Process

  2026cites this paper
• Taming Uncertainty in Critical Scenario Generation for Testing Automated Driving Systems

  2025cites this paper
• Intelligent bearing faults diagnosis in non-stationary conditions based on angular resampling and support vector machine

  2025cites this paper
• Selection and Use of GCM Projections in Planning for Future Water Supply

  2025cites this paper
• InfoARD: Enhancing Adversarial Robustness Distillation With Attack-Strength Adaptation and Mutual-Information Maximization

  2025cites this paper
• Nonparametric Estimation of Joint Entropy via Partitioned Sample-Spacing

  2025cites this paper
• PAM clustering algorithm based on mutual information matrix for ATR-FTIR spectral feature selection and disease diagnosis

  2025cites this paper
• Estimation and Classification of Coffee Plant Water Potential Using Spectral Reflectance and Machine Learning Techniques

  2025cites this paper
• Deviation Inequalities for Rényi Divergence Estimators via Variational Expression

  2025cites this paper
• Evaluation of Baby Leaf Products Using Hyperspectral Imaging Techniques

  2025cites this paper
• Bioimpedance-based prediction of dry matter content and potato varieties through supervised machine learning methods

  2025cites this paper
• The Role of Mutual Information Estimator Choice in Feature Selection: An Empirical Study on mRMR

  2025cites this paper
• Evaluating the influence of marine weather parameters uncertainties on the ship fuel consumption with Monte Carlo analysis

  2025cites this paper
• Multimodal Datasets with Controllable Mutual Information

  2025cites this paper
• Data-Driven Sensitivity Framework for a MIMO Magnetic Levitation Actuator

  2025cites this paper
• Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective

  2025cites this paper
• Forehead and In-Ear EEG Acquisition and Processing: Biomarker Analysis and Memory-Efficient Deep Learning Algorithm for Sleep Staging with Optimized Feature Dimensionality

  2025cites this paper
• FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models

  2025cites this paper
• Identifying influencers of housing prices: spatial heterogeneity and pattern analysis using machine learning, spatial regression, and GIS

  2025cites this paper
• MIST: Mutual Information Estimation Via Supervised Training

  2025cites this paper
• Improving diagnostics and prognostics of implantable cardioverter defibrillator batteries with interpretable machine learning models

  2024cites this paper
• What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception

  2024cites this paper
• Who and why will leave me? Utilizing Machine Learning-Based Models to Anticipate and Manage Employee Turnover

  2024cites this paper
• Extant linkages between Shanghai crude oil and US energy futures: Insights from spillovers of higher-order moments

  2024cites this paper
• High-speed rail passenger flow prediction based on crossformer and quantile regression: A deep learning approach assisted by internet search indices

  2024cites this paper
• Frustrated superconductivity and intrinsic reduction of Tc in trilayer nickelate

  2024cites this paper
• A comparative analysis of mutual information methods for pairwise relationship detection in metagenomic data

  2024cites this paper
• Disentangling representations of retinal images with generative models

  2024cites this paper
• Hybrid modeling approach for natural gas desulfurization process: Coupling mechanism and data modeling via compact variable identification

  2024cites this paper
• InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization

  2024cites this paper
• Relativistic Electron (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si42.svg"><mml:mrow><mml:mi>E</mml:mi><mml:mo>></mml:mo><mml:mn>2</mml:mn><mml:mi mathvariant="italic">MeV</mml:mi></mml:mrow></mml:math>) Flux Driving Parameters over Geostationary Orbit Using 30 Years of Data

  2024cites this paper
• Estimation of complete mutual information exploiting nonlinear magnitude-phase dependence: Application to spatial FNC for complex-valued fMRI data.

  2024cites this paper
• Evaluation of the performance of both machine learning models using PET and CT radiomics for predicting recurrence following lung stereotactic body radiation therapy: A single‐institutional study

  2024cites this paper
• Leakage Certification Made Simple

  2024influential citation
• Identification of Predictors of Sarcopenia in Older Adults Using Machine Learning: English Longitudinal Study of Ageing

  2024cites this paper
• Automatic Prediction of Upper Limb Motor Recovery in Stroke Patients Undergoing Robotic Therapy

  2024cites this paper
• Optimisation of an Industrial Optical Sorter of Legumes for Gluten-Free Production Using Hyperspectral Imaging Techniques

  2024cites this paper
• A Novel Numerical Method for Relaxing the Minimal Configurations of TOA-Based Joint Sensors and Sources Localization

  2024cites this paper
• Network inference using mutual information rate, statistical tests and amplitude-phase modulated surrogate data

  2024cites this paper
• Efficient and Secure Contribution Estimation in Vertical Federated Learning

  2024cites this paper
• Self-organizing hierarchical incremental learning framework and universal approximation analysis based on stochastic configuration mechanism

  2024cites this paper
• NetSci: A Library for High Performance Biomolecular Simulation Network Analysis Computation

  2024cites this paper
• Use of machine learning models to predict neurologically intact survival for advanced age adults following out‐of‐hospital cardiac arrest

  2024cites this paper
• Muscle Network Connectivity Study in Diabetic Peripheral Neuropathy Patients

  2024cites this paper
• Analysis of Machine Learning Models for Prediction of Petrophysical Data

  2024cites this paper
• Automated Model Selection Using Bayesian Optimization and the Asynchronous Successive Halving Algorithm for Predicting Daily Minimum and Maximum Temperatures

  2024cites this paper
• Decoding Human Somatosensory Sensitivity Through Resting EEG and Behavioral Analysis: A Multimodal Fusion Approach

  2024cites this paper
• Minimum reduced-order models via causal inference

  2024cites this paper
• Local heterogeneity of normal lung parenchyma and small airways disease are associated with COPD severity and progression

  2024cites this paper
• Effects of inter- and intraindividual compensation-sensitive shot styles on performance in Olympic air rifle shooting

  2024influential citation
• Comparing Information Theory Analysis With Cross‐Correlation and Minimum Variance Analysis of the Solar Wind Structures

  2024cites this paper
• Improving Estimates of Land–Atmosphere Coupling Through a Novel Framework of Land Aridity Classification

  2024cites this paper
• Information-theory-based System-level Babcock–Leighton Flux Transport Model–Data Comparisons

  2024cites this paper
• Superconducting fluctuations and charge-4 e plaquette state at strong coupling

  2023cites this paper
• The Mixtures and the Neural Critics: On the Pointwise Mutual Information Profiles of Fine Distributions

  2023cites this paper
• Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology.

  2023cites this paper
• Power Transformers Health Index Enhancement Based on Convolutional Neural Network after Applying Imbalanced-Data Oversampling

  2023cites this paper
• CSI crowd-counting: An experimental study using Machine Learning and Deep Learning Algorithms

  2023cites this paper
• Upgrades of Genetic Programming for Data-Driven Modeling of Time Series

  2023cites this paper
• Obstructive sleep apnea detection with nonlinear analysis of speech

  2023cites this paper
• Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications

  2023cites this paper
• Maximum tsunami heights by fault parameters of earthquakes with mutual information

  2023cites this paper
• Machine Learning-Assisted Improved Anomaly Detection for Structural Health Monitoring

  2023cites this paper
• Complexity Reduction in Analyzing Independence between Statistical Randomness Tests Using Mutual Information

  2023cites this paper
• On the Properties and Estimation of Pointwise Mutual Information Profiles

  2023cites this paper
• Quantifying the redundancy between prosody and text

  2023cites this paper
• Dynamic related component analysis for quality-related process monitoring with applications to thermal power plants

  2023cites this paper
• Method for finding subsets of consensus features in predicting the effectiveness of rehabilitation of patients after COVID-19

  2023cites this paper
• Quantifying the direct and indirect interactions for EEG signals by using detrended permutation mutual information

  2023cites this paper
• Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

  2023cites this paper
• Semi-Supervised Learning Method for the Augmentation of an Incomplete Image-Based Inventory of Earthquake-Induced Soil Liquefaction Surface Effects

  2023cites this paper
• Anomaly Monitoring of Nonstationary Processes With Continuous and Two-Valued Variables

  2023cites this paper
• High- <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>T</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:math> superconductivity by mobilizing local spin singlets and possible route to higher <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mi>T</mml:mi>

  2023cites this paper
• Machine Learning Estimation of Reaction Energy Barriers

  2023cites this paper
• Regularized Estimation of Information via Canonical Correlation Analysis on a Finite-Dimensional Feature Space

  2023cites this paper
• Inline classification of polymer films using Machine learning methods.

  2023cites this paper
• Hyperspectral imaging system to on-line monitoring the soy flour content in a functional pasta

  2023cites this paper
• Complex Systems Methods Characterizing Nonlinear Processes in the Near-Earth Electromagnetic Environment: Recent Advances and Open Challenges

  2023cites this paper
• Beyond Normal: On the Evaluation of Mutual Information Estimators

  2023influential citation
• LEICA BLK2GO POINT CLOUD CLASSIFICATION WITH MACHINE LEARNING ALGORITHMS: THE CASE STUDY OF SANT’EUSEBIO’S CRYPT IN PAVIA (ITALY)

  2023cites this paper
• Mutual information maximization and feature space separation and bi-bimodal mo-dality fusion for multimodal sentiment analysis

  2023cites this paper
• Dynamic functional network connectivity based on spatial source phase maps of complex-valued fMRI data: Application to schizophrenia.

  2023cites this paper
• Automatic Life Detection Based on Efficient Features of Ground-Penetrating Rescue Radar Signals

  2023cites this paper
• Symbolic Convergent Cross Mapping Based on Permutation Mutual Information

  2023cites this paper
• Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization

  2023cites this paper
• Decoding Bilateral Hindlimb Kinematics From Cat Spinal Signals Using Three-Dimensional Convolutional Neural Network

  2022cites this paper
• Novel Machine-Learning Based Framework Using Electroretinography Data for the Detection of Early-Stage Glaucoma

  2022cites this paper
• KM-MIC: An improved maximum information coefficient based on K-Medoids clustering

  2022cites this paper
• Linear and Nonlinear Effects in Connectedness Structure: Comparison between European Stock Markets

  2022cites this paper
• On the Interplay between Information Loss and Operation Loss in Representations for Classification

  2022cites this paper
• On supervised learning to model and predict cattle weight in precision livestock breeding

  2022cites this paper
• Age Detection based on Facial Features Using Support Vector Machine

  2022cites this paper
• A Bayesian Network Structure Learning Algorithm Based on Probabilistic Incremental Analysis and Constraint

  2022cites this paper
• Improving Mutual Information based Feature Selection by Boosting Unique Relevance

  2022cites this paper
• Association Measure and Compact Prediction for Chemical Process Data from an Information-Theoretic Perspective

  2022cites this paper
• Spatial Evolution of Information Dynamics in the Primary Motor Cortex During Reach

  2022cites this paper