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OpenAlex: !!python/object/new:pyalex.api.Topic
{
   dictitems:
   "OpenAlex": {
     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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       "wikipedia": "https://en.wikipedia.org/wiki/Inductive_modeling"
    ids:
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      openalex: https://openalex.org/T14351
     "subfield": {
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    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
     "domain": {
    - Data Mining
       "id": "https://openalex.org/domains/3",
    - Modeling and Prediction
       "display_name": "Physical Sciences"
    - Self-Organization Techniques
     },
    - Sustainable Development
     "updated_date": "2024-08-12T05:35:11.549620",
     siblings:
     "created_date": "2024-01-23",
     - display_name: Active Learning in Machine Learning Research
     "type": "topic",
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     "oa_id": "T14351",
    - display_name: Adaptation to Concept Drift in Data Streams
     "id": "https://openalex.org/T14351"
      id: https://openalex.org/T12761
  }
    - display_name: Advanced Cryptographic Schemes and Protocols
}
       id: https://openalex.org/T10237
    - display_name: Advances in Transfer Learning and Domain Adaptation
      id: https://openalex.org/T11307
    - display_name: Adversarial Robustness in Deep Learning Models
      id: https://openalex.org/T11689
     - display_name: Anomaly Detection in High-Dimensional Data
      id: https://openalex.org/T11512
     - display_name: Application of Fuzzy Cognitive Maps in Modeling
       id: https://openalex.org/T12805
    - display_name: Application of Genetic Programming in Machine Learning
      id: https://openalex.org/T11975
    - display_name: Artificial Intelligence and Expert Systems
       id: https://openalex.org/T13734
    - display_name: Artificial Intelligence and Technology Innovation
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     - display_name: Artificial Intelligence in Education and Technology
      id: https://openalex.org/T12260
     - display_name: Artificial Intelligence in Service Industry
       id: https://openalex.org/T12128
    - display_name: Artificial Intelligence Planning and Reasoning
      id: https://openalex.org/T10906
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     - display_name: Automatic Keyword Extraction from Textual Data
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     - display_name: Automatic Text Simplification and Readability Assessment
       id: https://openalex.org/T13629
    - display_name: Autonomic Computing and Self-Adaptive Systems
      id: https://openalex.org/T10639
    - display_name: Compilation and Analysis of Spoken Language Corpora
       id: https://openalex.org/T13623
    - display_name: Cryptanalysis of Block Ciphers and Hash Functions
      id: https://openalex.org/T10951
     - display_name: Cryptography and Error-Correcting Codes
      id: https://openalex.org/T11130
     - display_name: Cyberbiosecurity and Legal Implications of AI Technology
      id: https://openalex.org/T13851
    - display_name: Cybernetics and Information Theory
      id: https://openalex.org/T13898
    - display_name: Data Clustering Techniques and Algorithms
      id: https://openalex.org/T10637
     - display_name: Deep Learning Applications in Healthcare
      id: https://openalex.org/T13702
    - display_name: Deep Learning for Wireless Signal Classification
      id: https://openalex.org/T12131
    - display_name: Deep Learning in Medical Image Analysis
      id: https://openalex.org/T10862
     - display_name: Development and Application of Expert Systems
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     - display_name: Dialogue Act Modeling for Spoken Language Systems
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    - display_name: Digital Image Processing and Artificial Neural Networks
      id: https://openalex.org/T13674
     - display_name: Effectiveness of Intelligent Tutoring Systems
      id: https://openalex.org/T11902
    - display_name: Enhancing E-Learning with Intelligent Agents and Analytics
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    - display_name: Experience-Based Knowledge Representation and Management
      id: https://openalex.org/T13514
    - display_name: Explainable Artificial Intelligence
      id: https://openalex.org/T12026
    - display_name: Fuzzy Computing and Intelligent Systems
      id: https://openalex.org/T13935
    - display_name: Game Artificial Intelligence Research
      id: https://openalex.org/T11574
    - display_name: Gaussian Processes in Machine Learning
      id: https://openalex.org/T12814
    - display_name: Graph Neural Network Models and Applications
      id: https://openalex.org/T11273
    - display_name: Handling Imbalanced Data in Classification Problems
      id: https://openalex.org/T11652
    - display_name: Knowledge Base Graph Embedding for Visual Question Answering
      id: https://openalex.org/T14413
    - display_name: Language-based Information Flow Security
      id: https://openalex.org/T11424
    - display_name: Learning and Inference in Bayesian Networks
      id: https://openalex.org/T11303
    - display_name: Learning with Noisy Labels in Machine Learning
      id: https://openalex.org/T12535
    - display_name: Logic Programming and Knowledge Representation
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    - display_name: Machine Learning for Earthquake Early Warning Systems
      id: https://openalex.org/T13018
    - 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/T12157
    - 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/T11276
    - display_name: Methods and Techniques for Agent-Based Modeling
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    - display_name: Model-Based Clustering with Mixture Models
      id: https://openalex.org/T11901
    - display_name: Multi-label Text Classification in Machine Learning
      id: https://openalex.org/T11550
    - display_name: Natural Language Processing
      id: https://openalex.org/T10028
    - display_name: Neural Network Fundamentals and Applications
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    - display_name: Neuro-Symbolic Networks in Automation and Robotics
      id: https://openalex.org/T14381
    - display_name: Optimization Methods in Machine Learning
      id: https://openalex.org/T11612
    - display_name: Optimization of Big Data Processing and Analysis
      id: https://openalex.org/T13567
    - 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/T12611
    - 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/T10126
    - display_name: Quantum Computing and Simulation
      id: https://openalex.org/T10682
    - display_name: Quantum Information and Computation
      id: https://openalex.org/T10020
    - display_name: Reinforcement Learning Algorithms
      id: https://openalex.org/T10462
    - display_name: Robotics Programming Education for Students
      id: https://openalex.org/T14335
    - display_name: Scientific Computing and Data Analysis with Python
      id: https://openalex.org/T13650
    - display_name: Semantic Web and Ontology Development
      id: https://openalex.org/T10215
    - display_name: Sentiment Analysis and Opinion Mining
      id: https://openalex.org/T10664
    - display_name: Speech Recognition Technology
      id: https://openalex.org/T10201
    - display_name: Statistical Computing and Data Analysis in R
      id: https://openalex.org/T13398
    - display_name: Statistical Machine Translation and Natural Language Processing
      id: https://openalex.org/T10181
    - display_name: Swarm Intelligence Optimization Algorithms
      id: https://openalex.org/T10100
    - display_name: Text Compression and Indexing Algorithms
      id: https://openalex.org/T11269
    - display_name: Theoretical Framework of Cognitive Informatics and Computational
        Intelligence
      id: https://openalex.org/T13062
    - display_name: Theory and Applications of Extreme Learning Machines
      id: https://openalex.org/T12676
    - display_name: Type-2 Fuzzy Logic Systems and Applications
      id: https://openalex.org/T10820
    subfield:
      display_name: Artificial Intelligence
      id: https://openalex.org/subfields/1702
    updated_date: '2024-05-20T05:04:37.159521'
    works_count: 16487

Latest revision as of 20:28, 12 September 2024

{ 

 "OpenAlex": {
   "display_name": "Inductive Modeling in Scientific Research",
   "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.",
   "keywords": [
     "Inductive Modeling",
     "GMDH-type Neural Networks",
     "Interval Models",
     "Environmental Monitoring",
     "Artificial Bee Colony Algorithm",
     "Machine Learning",
     "Data Mining",
     "Modeling and Prediction",
     "Self-Organization Techniques",
     "Sustainable Development"
   ],
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     "openalex": "https://openalex.org/T14351",
     "wikipedia": "https://en.wikipedia.org/wiki/Inductive_modeling"
   },
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     "id": "https://openalex.org/subfields/1702",
     "display_name": "Artificial Intelligence"
   },
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     "display_name": "Computer Science"
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     "display_name": "Physical Sciences"
   },
   "updated_date": "2024-08-12T05:35:11.549620",
   "created_date": "2024-01-23",
   "type": "topic",
   "oa_id": "T14351",
   "id": "https://openalex.org/T14351"
 }

}

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