Mapping and Revising Markov Logic Networks for Transfer Learning

No abstract is available for this paper.

• Publication year

  2007

• Venue

  AAAI Conference on Artificial Intelligence

• Publication date

  2007-07-22

• Fields of study

  Computer Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Learning and Transferring Action Schemas

  2007cited by this paper
• The Alchemy System for Statistical Relational AI: User Manual

  2007cited by this paper
• Transfer via inter-task mappings in policy search reinforcement learning

  2007cited by this paper
• Markov logic networks

  2006influential reference
• Sound and Efficient Inference with Probabilistic and Deterministic Dependencies

  2006cited by this paper
• Constructing informative priors using transfer learning

  2006cited by this paper
• Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another

  2005cited by this paper
• Learning the structure of Markov logic networks

  2005influential reference
• Automated refinement of first-order horn-clause domain theories

  2005cited by this paper
• Learning the Structure of Related Tasks

  2005cited by this paper
• Probabilistic First-Order Theory Revision from Examples

  2005cited by this paper
• Learning to Extract Symbolic Knowledge from the World Wide Web

  1998cited by this paper
• Theory Refinement of Bayesian Networks with Hidden Variables

  1998influential reference
• Multitask Learning

  1997cited by this paper
• Advances in Inductive Logic Programming

  1996cited by this paper
• First Order Theory Reenement

  1996cited by this paper
• Learning Relations by Pathfinding

  1992cited by this paper
• Probabilistic reasoning in intelligent systems: Networks of plausible inference

  1991cited by this paper
• The Structure-Mapping Engine: Algorithm and Examples

  1989cited by this paper

• Reinforcement learning in robotic systems : A review on sim-to-real transfer

  2026cites this paper
• Select First, Transfer Later: Choosing a Proper Dataset for SRL and GNN Based Transfer Learning

  2026influential citation
• Transferable XAI: Relating Understanding Across Domains with Explanation Transfer

  2026cites this paper
• Efficient rule induction by ignoring pointless rules

  2025cites this paper
• Transfer Rule Learning over Large Knowledge Graphs

  2025cites this paper
• Road Network Similarity-Based Transfer Learning Method for Traffic Volume Estimation in Undetected Road Segments

  2025cites this paper
• The state of hybrid artificial intelligence for interstellar missions

  2025cites this paper
• A deep transfer learning approach for Real-Time traffic conflict prediction with trajectory data.

  2025cites this paper
• A utility-driven approach to instance-based transfer learning for relational domains

  2025influential citation
• An Empirical Comparison of Cost Functions in Inductive Logic Programming

  2025cites this paper
• Honey, I shrunk the hypothesis space (through logical preprocessing)

  2025cites this paper
• Symmetry breaking for inductive logic programming

  2025cites this paper
• Domain Knowledge Leveraged Inductive Transfer Learning on Solving a Regression Task

  2025cites this paper
• Deep transfer learning strategy in intelligent fault diagnosis of rotating machinery

  2024cites this paper
• Applications of cluster-based transfer learning in image and localization tasks

  2024cites this paper
• The multi-task transfer learning for multiple data streams with uncertain data

  2024cites this paper
• Multi-physical fields prediction model for turbine cascades based on physical information neural networks

  2024cites this paper
• Learning big logical rules by joining small rules

  2024cites this paper
• Energy-Adaptive and Robust Monitoring for Smart Farms Based on Solar-Powered Wireless Sensors

  2024cites this paper
• Predicting trucking accidents with truck drivers 'safety climate perception across companies: A transfer learning approach

  2024cites this paper
• Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer

  2024cites this paper
• Communication-efficient Multi-service Mobile Traffic Prediction by Leveraging Cross-service Correlations

  2024cites this paper
• A Transfer Learning-Based Approach to Estimating Missing Pairs of On/Off Ramp Flows

  2024cites this paper
• Simultaneous Selection and Adaptation of Source Data via Four-Level Optimization

  2024cites this paper
• Transfer learning for collaborative recommendation with biased and unbiased data

  2023cites this paper
• FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT

  2023cites this paper
• Low-rank constraint-based multiple projections learning for cross-domain classification

  2023cites this paper
• Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks

  2023cites this paper
• Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey

  2023cites this paper
• Shortest Paths Discovery in Uncertain Networks via Transfer Learning

  2023cites this paper
• Upscaling of Latent Heat Flux in Heihe River Basin Based on Transfer Learning Model

  2023cites this paper
• Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays

  2023cites this paper
• Improving Differentiable Neural Architecture Search by Encouraging Transferability

  2023cites this paper
• A Transfer Learning Method Using High-Quality Pseudo Labels for Bearing Fault Diagnosis

  2023cites this paper
• Mode-Aware Continual Learning for Conditional Generative Adversarial Networks

  2023cites this paper
• Unsupervised Adversarial Domain Adaptation Regression for Rate of Penetration Prediction

  2023cites this paper
• Word embeddings-based transfer learning for boosted relational dependency networks

  2023influential citation
• Fault Diagnosis in Rotating Machines Based on Transfer Learning: literature review

  2023cites this paper
• Few-Shot Continual Learning for Conditional Generative Adversarial Networks

  2023cites this paper
• Improve the performance of CT-based pneumonia classification via source data reweighting

  2023cites this paper
• Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation

  2023cites this paper
• Boosting for regression transfer via importance sampling

  2023cites this paper
• Learning Logic Programs by Combining Programs

  2022cites this paper
• Improved linear regression prediction by transfer learning

  2022cites this paper
• Dictionary-based transfer learning with Universum data

  2022cites this paper
• Locality-based transfer learning on compression autoencoder for efficient scientific data lossy compression

  2022cites this paper
• Lifelong reinforcement learning with temporal logic formulas and reward machines

  2022cites this paper
• ISTRBoost: Importance Sampling Transfer Regression using Boosting

  2022cites this paper
• A Survey of Learning on Small Data

  2022cites this paper
• AdaBoost-based transfer learning method for positive and unlabelled learning problem

  2022cites this paper
• Short-term Electric Load Prediction using Transfer Learning with Interval Estimate Adjustment

  2022cites this paper
• Learning logic programs by discovering where not to search

  2022cites this paper
• Research on Underwater Image Recognition based on Transfer Learning

  2022cites this paper
• Mutual Supervised Fusion & Transfer Learning with Interpretable Linguistic Meaning for Social Data Analytics

  2022cites this paper
• Low-resource Learning with Knowledge Graphs: A Comprehensive Survey

  2022cites this paper
• Federated Transfer Learning with Multimodal Data

  2022cites this paper
• Causal Knowledge Transfer from Task Affinity

  2022cites this paper
• Segmentation by test‐time optimization for CBCT‐based adaptive radiation therapy

  2022cites this paper
• Multi-source transfer learning guided ensemble LSTM for building multi-load forecasting

  2022cites this paper
• Robust Latent Common Subspace Learning for Transferable Feature Representation

  2022cites this paper
• A Survey on Deep Transfer Learning and Beyond

  2022cites this paper
• A review: development of named entity recognition (NER) technology for aeronautical information intelligence

  2022cites this paper
• Transfer learning suppresses simulation bias in predictive models built from sparse, multi-modal data

  2021cites this paper
• Quantifying the Right Combination of Knowledge and Population Diversity for Transferred Populations

  2021cites this paper
• Network Fault Classification Techniques Based on Transfer Learning

  2021cites this paper
• Domain Generalization via Domain-based Covariance Minimization

  2021cites this paper
• Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and challenges

  2021cites this paper
• E-Commerce Product Image Classification using Transfer Learning

  2021cites this paper
• Neural Architecture Search From Task Similarity Measure

  2021cites this paper
• Towards Safe Weakly Supervised Learning

  2021cites this paper
• Suppressing simulation bias in multi-modal data using transfer learning

  2021cites this paper
• Task Affinity with Maximum Bipartite Matching in Few-Shot Learning

  2021cites this paper
• Transfer Learning for Wireless Networks: A Comprehensive Survey

  2021cites this paper
• Neural Architecture Search From Fréchet Task Distance

  2021cites this paper
• Fisher Task Distance and Its Application in Neural Architecture Search

  2021cites this paper
• Towards Learning Language Agnostic Features for NLP in Low-resource Languages

  2021cites this paper
• Fisher Task Distance and Its Applications in Neural Architecture Search and Transfer Learning

  2021cites this paper
• TLPCM: Transfer Learning Possibilistic $C$-Means

  2021cites this paper
• Affective Concept-Based Encoding of Patient Narratives via Sentic Computing and Neural Networks

  2021cites this paper
• Transfer Learning Strategies for Credit Card Fraud Detection

  2021cites this paper
• Low-resource Learning with Knowledge Graphs: A Comprehensive Survey

  2021cites this paper
• Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey

  2021cites this paper
• Transfer Learning for Boosted Relational Dependency Networks Through Genetic Algorithm

  2021cites this paper
• Toward Direct Edge-to-Edge Transfer Learning for IoT-Enabled Edge Cameras

  2021cites this paper
• A Systematic Literature Review on Transfer Learning for 3D-CNNs

  2021cites this paper
• Spacecraft Intelligent Fault Diagnosis under Variable Working Conditions via Wasserstein Distance-Based Deep Adversarial Transfer Learning

  2021cites this paper
• Binding affinity prediction for binary drug–target interactions using semi-supervised transfer learning

  2021cites this paper
• Pre-Trained Models: Past, Present and Future

  2021cites this paper
• Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition

  2021cites this paper
• Multi-task analysis discriminative dictionary learning for one-class learning

  2021cites this paper
• Transfer Learning Based Credit Scoring

  2021cites this paper
• Open-world Machine Learning: Applications, Challenges, and Opportunities

  2021cites this paper
• Deep Network Approximation in Terms of Intrinsic Parameters

  2021cites this paper
• Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines

  2021cites this paper
• Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based Similarity

  2021cites this paper
• Syntactic Pattern Recognition in Computer Vision

  2021cites this paper
• A transfer-learning approach for corrosion prediction in pipeline infrastructures

  2021cites this paper
• Transfer Learning for Tilt-Dependent Radio Map Prediction

  2020cites this paper
• Few-Shot Learning

  2020cites this paper
• Output based transfer learning with least squares support vector machine and its application in bladder cancer prognosis

  2020cites this paper