OpenAlex: !!python/object/new:pyalex.api.Topic
dictitems:
cited_by_count: 103608
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.
display_name: Inductive Modeling in Scientific Research
domain:
display_name: Physical Sciences
id: https://openalex.org/domains/3
field:
display_name: Computer Science
id: https://openalex.org/fields/17
id: https://openalex.org/T14351
ids:
openalex: https://openalex.org/T14351
wikipedia: https://en.wikipedia.org/wiki/Inductive_modeling
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
siblings:
- display_name: Active Learning in Machine Learning Research
id: https://openalex.org/T12072
- display_name: Adaptation to Concept Drift in Data Streams
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
id: https://openalex.org/T13904
- 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
- display_name: Authorship Attribution and User Profiling in Text
id: https://openalex.org/T12380
- display_name: Automated Detection of Hate Speech and Offensive Language
id: https://openalex.org/T12262
- display_name: Automatic Keyword Extraction from Textual Data
id: https://openalex.org/T13083
- 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
id: https://openalex.org/T13559
- display_name: Dialogue Act Modeling for Spoken Language Systems
id: https://openalex.org/T12031
- 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
id: https://openalex.org/T14175
- 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
id: https://openalex.org/T11010
- 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
id: https://openalex.org/T10456
- 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
id: https://openalex.org/T10320
- 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