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OpenAlex: !!python/object/new:pyalex.api.Topic
{
   dictitems:
  "id": "https://openalex.org/T14351",
    cited_by_count: 103608
   "display_name": "Inductive Modeling in Scientific Research",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on the application of inductive modeling techniques, particularly GMDH-type neural networks and interval models, in various scientific research domains. The papers cover topics such as environmental monitoring, modeling and prediction of complex processes, application of machine learning algorithms, and the use of self-organization techniques. The overarching theme revolves around the utilization of advanced computational methods for sustainable development and scientific analysis.",
    description: This cluster of papers focuses on the application of inductive modeling
  "keywords": [
      techniques, particularly GMDH-type neural networks and interval models, in various
     "Inductive Modeling",
      scientific research domains. The papers cover topics such as environmental monitoring,
    "GMDH-type Neural Networks",
      modeling and prediction of complex processes, application of machine learning
     "Interval Models",
      algorithms, and the use of self-organization techniques. The overarching theme
    "Environmental Monitoring",
      revolves around the utilization of advanced computational methods for sustainable
    "Artificial Bee Colony Algorithm",
      development and scientific analysis.
     "Machine Learning",
     display_name: Inductive Modeling in Scientific Research
    "Data Mining",
     domain:
    "Modeling and Prediction",
      display_name: Physical Sciences
    "Self-Organization Techniques",
      id: https://openalex.org/domains/3
    "Sustainable Development"
     field:
  ],
      display_name: Computer Science
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      id: https://openalex.org/fields/17
    "openalex": "https://openalex.org/T14351",
     id: https://openalex.org/T14351
     "wikipedia": "https://en.wikipedia.org/wiki/Inductive_modeling"
    ids:
  },
      openalex: https://openalex.org/T14351
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      wikipedia: https://en.wikipedia.org/wiki/Inductive_modeling
    "id": "https://openalex.org/subfields/1702",
     keywords:
    "display_name": "Artificial Intelligence"
    - Inductive Modeling
  },
    - GMDH-type Neural Networks
  "field": {
     - Interval Models
    "id": "https://openalex.org/fields/17",
     - Environmental Monitoring
     "display_name": "Computer Science"
    - Artificial Bee Colony Algorithm
  },
    - Machine Learning
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     - Data Mining
     "id": "https://openalex.org/domains/3",
    - Modeling and Prediction
     "display_name": "Physical Sciences"
    - Self-Organization Techniques
  },
    - Sustainable Development
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       id: https://openalex.org/T12072
      "display_name": "Active Learning in Machine Learning Research"
    - display_name: Adaptation to Concept Drift in Data Streams
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       id: https://openalex.org/T12761
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       id: https://openalex.org/T10237
      "display_name": "Adaptation to Concept Drift in Data Streams"
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       id: https://openalex.org/T11689
      "display_name": "Advanced Cryptographic Schemes and Protocols"
    - display_name: Anomaly Detection in High-Dimensional Data
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       id: https://openalex.org/T12805
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       id: https://openalex.org/T13734
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      id: https://openalex.org/T13904
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       id: https://openalex.org/T12260
      "display_name": "Anomaly Detection in High-Dimensional Data"
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       id: https://openalex.org/T12128
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       id: https://openalex.org/T10906
      "display_name": "Application of Fuzzy Cognitive Maps in Modeling"
    - display_name: Authorship Attribution and User Profiling in Text
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       id: https://openalex.org/T12262
      "display_name": "Application of Genetic Programming in Machine Learning"
    - display_name: Automatic Keyword Extraction from Textual Data
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       id: https://openalex.org/T13629
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       id: https://openalex.org/T13623
      "display_name": "Artificial Intelligence and Technology Innovation"
    - display_name: Cryptanalysis of Block Ciphers and Hash Functions
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       id: https://openalex.org/T10951
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      "id": "https://openalex.org/T12260",
       id: https://openalex.org/T11130
      "display_name": "Artificial Intelligence in Education and Technology"
    - display_name: Cyberbiosecurity and Legal Implications of AI Technology
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       id: https://openalex.org/T13851
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       id: https://openalex.org/T13898
      "display_name": "Artificial Intelligence in Service Industry"
    - display_name: Data Clustering Techniques and Algorithms
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       id: https://openalex.org/T10637
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       id: https://openalex.org/T13702
      "display_name": "Artificial Intelligence Planning and Reasoning"
    - display_name: Deep Learning for Wireless Signal Classification
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       id: https://openalex.org/T12131
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       "id": "https://openalex.org/T12380",
       id: https://openalex.org/T10862
      "display_name": "Authorship Attribution and User Profiling in Text"
    - display_name: Development and Application of Expert Systems
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       id: https://openalex.org/T13559
    {
    - display_name: Dialogue Act Modeling for Spoken Language Systems
       "id": "https://openalex.org/T12262",
       id: https://openalex.org/T12031
      "display_name": "Automated Detection of Hate Speech and Offensive Language"
    - display_name: Digital Image Processing and Artificial Neural Networks
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      id: https://openalex.org/T13674
    {
    - display_name: Effectiveness of Intelligent Tutoring Systems
       "id": "https://openalex.org/T13083",
       id: https://openalex.org/T11902
      "display_name": "Automatic Keyword Extraction from Textual Data"
    - display_name: Enhancing E-Learning with Intelligent Agents and Analytics
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       id: https://openalex.org/T14175
    {
    - display_name: Experience-Based Knowledge Representation and Management
       "id": "https://openalex.org/T13629",
       id: https://openalex.org/T13514
      "display_name": "Automatic Text Simplification and Readability Assessment"
    - display_name: Explainable Artificial Intelligence
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       id: https://openalex.org/T12026
    {
    - display_name: Fuzzy Computing and Intelligent Systems
       "id": "https://openalex.org/T10639",
       id: https://openalex.org/T13935
      "display_name": "Autonomic Computing and Self-Adaptive Systems"
    - display_name: Game Artificial Intelligence Research
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       id: https://openalex.org/T11574
    {
    - display_name: Gaussian Processes in Machine Learning
       "id": "https://openalex.org/T13623",
       id: https://openalex.org/T12814
      "display_name": "Compilation and Analysis of Spoken Language Corpora"
    - display_name: Graph Neural Network Models and Applications
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       id: https://openalex.org/T11273
    {
    - display_name: Handling Imbalanced Data in Classification Problems
       "id": "https://openalex.org/T10951",
       id: https://openalex.org/T11652
      "display_name": "Cryptanalysis of Block Ciphers and Hash Functions"
    - display_name: Knowledge Base Graph Embedding for Visual Question Answering
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       id: https://openalex.org/T14413
    {
    - display_name: Language-based Information Flow Security
       "id": "https://openalex.org/T11130",
       id: https://openalex.org/T11424
      "display_name": "Cryptography and Error-Correcting Codes"
    - display_name: Learning and Inference in Bayesian Networks
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       id: https://openalex.org/T11303
    {
    - display_name: Learning with Noisy Labels in Machine Learning
       "id": "https://openalex.org/T13851",
       id: https://openalex.org/T12535
      "display_name": "Cyberbiosecurity and Legal Implications of AI Technology"
    - display_name: Logic Programming and Knowledge Representation
    },
       id: https://openalex.org/T11010
    {
    - display_name: Machine Learning for Earthquake Early Warning Systems
       "id": "https://openalex.org/T13898",
       id: https://openalex.org/T13018
      "display_name": "Cybernetics and Information Theory"
    - display_name: Machine Learning for Internet Traffic Classification
    },
       id: https://openalex.org/T11598
    {
    - display_name: Machine Learning for Mineral Prospectivity Mapping
       "id": "https://openalex.org/T10637",
       id: https://openalex.org/T12157
      "display_name": "Data Clustering Techniques and Algorithms"
    - display_name: Machine Learning in Smart Healthcare
    },
       id: https://openalex.org/T14064
    {
    - display_name: Machine Learning Methods for Solar Radiation Forecasting
       "id": "https://openalex.org/T13702",
       id: https://openalex.org/T11276
      "display_name": "Deep Learning Applications in Healthcare"
    - display_name: Methods and Techniques for Agent-Based Modeling
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      id: https://openalex.org/T10456
    {
    - display_name: Model-Based Clustering with Mixture Models
       "id": "https://openalex.org/T12131",
       id: https://openalex.org/T11901
      "display_name": "Deep Learning for Wireless Signal Classification"
    - display_name: Multi-label Text Classification in Machine Learning
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       id: https://openalex.org/T11550
    {
    - display_name: Natural Language Processing
       "id": "https://openalex.org/T10862",
       id: https://openalex.org/T10028
      "display_name": "Deep Learning in Medical Image Analysis"
    - display_name: Neural Network Fundamentals and Applications
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       id: https://openalex.org/T10320
    {
    - display_name: Neuro-Symbolic Networks in Automation and Robotics
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       id: https://openalex.org/T14381
      "display_name": "Development and Application of Expert Systems"
    - display_name: Optimization Methods in Machine Learning
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       id: https://openalex.org/T11612
    {
    - display_name: Optimization of Big Data Processing and Analysis
       "id": "https://openalex.org/T12031",
       id: https://openalex.org/T13567
      "display_name": "Dialogue Act Modeling for Spoken Language Systems"
    - display_name: Particle Filtering and Nonlinear Estimation Methods
    },
       id: https://openalex.org/T10711
    {
    - display_name: Photonic Reservoir Computing for Neural Computation
       "id": "https://openalex.org/T13674",
       id: https://openalex.org/T12611
      "display_name": "Digital Image Processing and Artificial Neural Networks"
    - display_name: Privacy-Preserving Techniques for Data Analysis and Machine Learning
    },
       id: https://openalex.org/T10764
    {
    - display_name: Program Analysis and Verification Techniques
      "id": "https://openalex.org/T11902",
       id: https://openalex.org/T10126
      "display_name": "Effectiveness of Intelligent Tutoring Systems"
    - display_name: Quantum Computing and Simulation
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       id: https://openalex.org/T10682
    {
    - display_name: Quantum Information and Computation
       "id": "https://openalex.org/T14175",
       id: https://openalex.org/T10020
      "display_name": "Enhancing E-Learning with Intelligent Agents and Analytics"
    - display_name: Reinforcement Learning Algorithms
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       id: https://openalex.org/T10462
    {
    - display_name: Robotics Programming Education for Students
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       id: https://openalex.org/T14335
      "display_name": "Experience-Based Knowledge Representation and Management"
    - display_name: Scientific Computing and Data Analysis with Python
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       id: https://openalex.org/T10215
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    - display_name: Sentiment Analysis and Opinion Mining
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       id: https://openalex.org/T10201
      "display_name": "Fuzzy Computing and Intelligent Systems"
    - display_name: Statistical Computing and Data Analysis in R
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      id: https://openalex.org/T13398
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       id: https://openalex.org/T10181
      "display_name": "Game Artificial Intelligence Research"
    - display_name: Swarm Intelligence Optimization Algorithms
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       id: https://openalex.org/T11269
      "display_name": "Gaussian Processes in Machine Learning"
    - display_name: Theoretical Framework of Cognitive Informatics and Computational
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        Intelligence
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    - display_name: Theory and Applications of Extreme Learning Machines
      "display_name": "Graph Neural Network Models and Applications"
       id: https://openalex.org/T12676
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    - display_name: Type-2 Fuzzy Logic Systems and Applications
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       "id": "https://openalex.org/T11652",
    subfield:
      "display_name": "Handling Imbalanced Data in Classification Problems"
      display_name: Artificial Intelligence
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      id: https://openalex.org/subfields/1702
    {
    updated_date: '2024-05-20T05:04:37.159521'
       "id": "https://openalex.org/T14413",
    works_count: 16487
      "display_name": "Knowledge Base Graph Embedding for Visual Question Answering"
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       "id": "https://openalex.org/T11424",
      "display_name": "Language-based Information Flow Security"
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    {
       "id": "https://openalex.org/T11303",
      "display_name": "Learning and Inference in Bayesian Networks"
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    {
       "id": "https://openalex.org/T12535",
      "display_name": "Learning with Noisy Labels in Machine Learning"
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    {
       "id": "https://openalex.org/T11010",
      "display_name": "Logic Programming and Knowledge Representation"
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    {
       "id": "https://openalex.org/T13018",
      "display_name": "Machine Learning for Earthquake Early Warning Systems"
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       "id": "https://openalex.org/T11598",
      "display_name": "Machine Learning for Internet Traffic Classification"
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    {
       "id": "https://openalex.org/T12157",
      "display_name": "Machine Learning for Mineral Prospectivity Mapping"
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    {
       "id": "https://openalex.org/T14064",
      "display_name": "Machine Learning in Smart Healthcare"
    },
    {
       "id": "https://openalex.org/T11276",
      "display_name": "Machine Learning Methods for Solar Radiation Forecasting"
    },
    {
       "id": "https://openalex.org/T10456",
      "display_name": "Methods and Techniques for Agent-Based Modeling"
    },
    {
      "id": "https://openalex.org/T11901",
      "display_name": "Model-Based Clustering with Mixture Models"
    },
    {
       "id": "https://openalex.org/T11550",
      "display_name": "Multi-label Text Classification in Machine Learning"
    },
    {
       "id": "https://openalex.org/T10028",
      "display_name": "Natural Language Processing"
    },
    {
       "id": "https://openalex.org/T10320",
      "display_name": "Neural Network Fundamentals and Applications"
    },
    {
       "id": "https://openalex.org/T14381",
      "display_name": "Neuro-Symbolic Networks in Automation and Robotics"
    },
    {
       "id": "https://openalex.org/T11612",
      "display_name": "Optimization Methods in Machine Learning"
    },
    {
       "id": "https://openalex.org/T13567",
      "display_name": "Optimization of Big Data Processing and Analysis"
    },
    {
       "id": "https://openalex.org/T10711",
      "display_name": "Particle Filtering and Nonlinear Estimation Methods"
    },
    {
       "id": "https://openalex.org/T12611",
      "display_name": "Photonic Reservoir Computing for Neural Computation"
    },
    {
       "id": "https://openalex.org/T10764",
      "display_name": "Privacy-Preserving Techniques for Data Analysis and Machine Learning"
    },
    {
       "id": "https://openalex.org/T10126",
      "display_name": "Program Analysis and Verification Techniques"
    },
    {
       "id": "https://openalex.org/T10682",
      "display_name": "Quantum Computing and Simulation"
    },
    {
       "id": "https://openalex.org/T10020",
      "display_name": "Quantum Information and Computation"
    },
    {
       "id": "https://openalex.org/T10462",
      "display_name": "Reinforcement Learning Algorithms"
    },
    {
       "id": "https://openalex.org/T14335",
      "display_name": "Robotics Programming Education for Students"
    },
    {
       "id": "https://openalex.org/T13650",
      "display_name": "Scientific Computing and Data Analysis with Python"
    },
    {
       "id": "https://openalex.org/T10215",
      "display_name": "Semantic Web and Ontology Development"
    },
    {
       "id": "https://openalex.org/T10664",
      "display_name": "Sentiment Analysis and Opinion Mining"
    },
    {
       "id": "https://openalex.org/T10201",
      "display_name": "Speech Recognition Technology"
    },
    {
       "id": "https://openalex.org/T13398",
      "display_name": "Statistical Computing and Data Analysis in R"
    },
    {
      "id": "https://openalex.org/T10181",
      "display_name": "Statistical Machine Translation and Natural Language Processing"
    },
    {
       "id": "https://openalex.org/T10100",
      "display_name": "Swarm Intelligence Optimization Algorithms"
    },
    {
       "id": "https://openalex.org/T11269",
      "display_name": "Text Compression and Indexing Algorithms"
    },
    {
       "id": "https://openalex.org/T13062",
      "display_name": "Theoretical Framework of Cognitive Informatics and Computational Intelligence"
    },
    {
       "id": "https://openalex.org/T12676",
      "display_name": "Theory and Applications of Extreme Learning Machines"
    },
    {
       "id": "https://openalex.org/T10820",
      "display_name": "Type-2 Fuzzy Logic Systems and Applications"
    }
  ],
  "works_count": 17150,
  "cited_by_count": 158673,
  "updated_date": "2024-08-26T05:48:54.010815",
  "created_date": "2024-01-23"
}
Retrieved from "https://geokb.wikibase.cloud/wiki/Special:MobileDiff/1126904"