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    • DeepStressAssessment
    • PrivacyPreservingDeepLearning
    • NonparametricDeepLearning
    • DeepGaussianFuzzyMappings
    • WaterApplications
    • ImageMining
    • AnalyticalFuzzyTheory
    • JobTasksAssessment
    • MembershipsOptimization
    • ImageDenoising
    • ImageDescriptors
    • ChildEarBiometrics
    • StochasticFramework
    • SFFPL
    • StochasticFuzzySystems
    • PhysiologicalSignalAnalysis
    • EnvironmentalModeling
    • QSAR
    • WorkloadScoreModeling
    • MentalStressAssessment
    • FitnessEstimation
    • FuzzyFiltering
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RESEARCH AREAS

  • Fuzzy Theoretic Approach to Machine Intelligence
  • ​AI Driven Analysis of Data, Signal, and Images
  • Privacy-Preserving Machine Learning
  • ​Explainable Deep Learning
  • Probability Theory and Statistics
  • Robust and Adaptive Filtering
  • ​Estimation Theory

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APPLICATION DOMAINS

  • Automation
  • Human Centric Digitalization
  • eHealth and mHealth
  • Preventive Medicine and Public Health
  • Water Systems
  • Chemistry and Environmental Sciences

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RESEARCH OVERVIEW

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RESEARCH PROJECTS

  • Explainable Deep Learning for Stress Assessment
  • Privacy-Preserving Distributed Deep Learning
  • Nonparametric Deep Learning
  • Smart Water System
  • Deep Gaussian Fuzzy-Mappings 
  • Fuzzy Theoretic Model Based Analysis of Image Features
  • Fuzzy Membership Functions for Nonparametric Signal and Data Modeling
  • Fuzzy Theoretic Approach to Signals and Systems: Static Systems
  • Fuzzy Theoretic Analysis for Physiological Assessment of Job Tasks
  • Analyticallly Derived Fuzzy Membership Functions
  • An Adaptive Fuzzy Filter for Image Denoising
  • Fuzzy Memberships Descriptors for Images
  • A Stochastic Framework for Robust Fuzzy Filtering and Analysis of Signals
  • Mobile Phone Based Child Biometrics for Improved Immunization
  • Stationary Fuzzy Fokker-Planck Learning
  • Intelligent Fuzzy Computing for Physiological Signal Analysis
  • Stochastic Fuzzy Systems
  • Modeling of Environmental Behavior of Chemicals
  • Fuzzy Modeling of Subjective Workload Score
  • Fuzzy Filtering
  • Models for Quantitative Structure-Activity Relationship
  • Fuzzy Filtering Based Mental Stress Assessment
  • Fuzzy Estimation of Physical Fitness

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