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DD

Devendra Dhami

Professor · TU Darmstadt

Machine learningProbabilistic logicALARMArtificial neural networkAttributionDeep learning
13
papers in the register
123
works on openalex
12
h-index
473
citations
17
i10-index
sourced · openalex bibliometrics

publication footprint

source: DBLP
IROS1

papers in the register

  1. CATS: Cross-Modal Autoencoding for Time Series Summarization
    2026
    Computer scienceSeries (stratigraphy)Artificial intelligenceAutomatic summarization
  2. Elucidating linear programs by neural encodings
    Frontiers in Artificial Intelligence · 2025
    Artificial neural networkComputer scienceEncoding (memory)Artificial intelligence
  3. Probabilistic Mission Design for Neuro-Symbolic Unmanned Aircraft Systems
    IEEE Transactions on Intelligent Transportation Systems · 2025
    Probabilistic logicComputer scienceArtificial intelligence
  4. The Constitutional Filter: Bayesian Estimation of Compliant Agents
    IROS · 2025
    Artificial intelligenceComputer scienceMachine learningParticle filter
  5. Hybrid Many-Objective Optimization in Probabilistic Mission Design for Compliant and Effective UAV Routing
    ACM Journal on Autonomous Transportation Systems · 2025
    Probabilistic logicRouting (electronic design automation)Computer science
  6. Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images
    Remote Sensing · 2024
    Pipeline transportComputer sciencePipeline (software)Remote sensing
  7. APT: Alarm Prediction Transformer
    Expert Systems with Applications · 2024
    Computer scienceALARMTransformerArtificial intelligence
  8. Towards Probabilistic Clearance, Explanation and Optimization
    2024
    Probabilistic logicComputer science
  9. Neuro-symbolic Predicate Invention: Learning relational concepts from visual scenes
    Neurosymbolic Artificial Intelligence · 2024
    Inductive logic programmingComputer scienceArtificial intelligencePredicate (mathematical logic)
  10. Learning differentiable logic programs for abstract visual reasoning
    Machine Learning · 2024
    Computer scienceArtificial intelligenceDifferentiable functionProgramming language
  11. We Should Care about Explaining Even Linear Programs
    2024
    Computer scienceAttributionRelevance (law)Solver
  12. Structural causal models reveal confounder bias in linear program modelling
    Machine Learning · 2024
    Adversarial systemMathematical proofComputer scienceFormalism (music)
  13. Multimodal transformer for early alarm prediction
    Engineering Applications of Artificial Intelligence · 2024
    Computer scienceALARMTransformerArtificial intelligence

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