|
|
| Line 1: |
Line 1: |
| { | | { |
| "id": "https://openalex.org/T11307", | | "OpenAlex": { |
| "display_name": "Advances in Transfer Learning and Domain Adaptation",
| | "display_name": "Advances in Transfer Learning and Domain Adaptation", |
| "description": "This cluster of papers focuses on the advances in transfer learning and domain adaptation, including topics such as few-shot learning, unsupervised learning, representation learning, deep networks, meta-learning, visual recognition, semi-supervised learning, and clustering analysis.",
| | "description": "This cluster of papers focuses on the advances in transfer learning and domain adaptation, including topics such as few-shot learning, unsupervised learning, representation learning, deep networks, meta-learning, visual recognition, semi-supervised learning, and clustering analysis.", |
| "keywords": [
| | "keywords": [ |
| "Transfer Learning",
| | "Transfer Learning", |
| "Domain Adaptation",
| | "Domain Adaptation", |
| "Few-Shot Learning",
| | "Few-Shot Learning", |
| "Unsupervised Learning",
| | "Unsupervised Learning", |
| "Representation Learning",
| | "Representation Learning", |
| "Deep Networks",
| | "Deep Networks", |
| "Meta-Learning",
| | "Meta-Learning", |
| "Visual Recognition",
| | "Visual Recognition", |
| "Semi-Supervised Learning",
| | "Semi-Supervised Learning", |
| "Clustering Analysis"
| | "Clustering Analysis" |
| ],
| | ], |
| "ids": {
| | "ids": { |
| "openalex": "https://openalex.org/T11307",
| | "openalex": "https://openalex.org/T11307", |
| "wikipedia": "https://en.wikipedia.org/wiki/Transfer_learning"
| | "wikipedia": "https://en.wikipedia.org/wiki/Transfer_learning" |
| },
| |
| "subfield": {
| |
| "id": "https://openalex.org/subfields/1702",
| |
| "display_name": "Artificial Intelligence"
| |
| },
| |
| "field": {
| |
| "id": "https://openalex.org/fields/17",
| |
| "display_name": "Computer Science"
| |
| },
| |
| "domain": {
| |
| "id": "https://openalex.org/domains/3",
| |
| "display_name": "Physical Sciences"
| |
| },
| |
| "siblings": [
| |
| {
| |
| "id": "https://openalex.org/T12072",
| |
| "display_name": "Active Learning in Machine Learning Research"
| |
| }, | | }, |
| { | | "subfield": { |
| "id": "https://openalex.org/T12761", | | "id": "https://openalex.org/subfields/1702", |
| "display_name": "Adaptation to Concept Drift in Data Streams" | | "display_name": "Artificial Intelligence" |
| }, | | }, |
| { | | "field": { |
| "id": "https://openalex.org/T10237", | | "id": "https://openalex.org/fields/17", |
| "display_name": "Advanced Cryptographic Schemes and Protocols" | | "display_name": "Computer Science" |
| }, | | }, |
| { | | "domain": { |
| "id": "https://openalex.org/T11689", | | "id": "https://openalex.org/domains/3", |
| "display_name": "Adversarial Robustness in Deep Learning Models" | | "display_name": "Physical Sciences" |
| }, | | }, |
| { | | "updated_date": "2024-08-12T05:58:28.209511", |
| "id": "https://openalex.org/T11512",
| | "created_date": "2024-01-23", |
| "display_name": "Anomaly Detection in High-Dimensional Data"
| | "type": "topic", |
| },
| | "oa_id": "T11307", |
| {
| | "id": "https://openalex.org/T11307" |
| "id": "https://openalex.org/T12805",
| | } |
| "display_name": "Application of Fuzzy Cognitive Maps in Modeling"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11975",
| |
| "display_name": "Application of Genetic Programming in Machine Learning"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13734",
| |
| "display_name": "Artificial Intelligence and Expert Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13904",
| |
| "display_name": "Artificial Intelligence and Technology Innovation"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12260",
| |
| "display_name": "Artificial Intelligence in Education and Technology"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12128",
| |
| "display_name": "Artificial Intelligence in Service Industry"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T10906",
| |
| "display_name": "Artificial Intelligence Planning and Reasoning"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12380",
| |
| "display_name": "Authorship Attribution and User Profiling in Text"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12262",
| |
| "display_name": "Automated Detection of Hate Speech and Offensive Language"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13083",
| |
| "display_name": "Automatic Keyword Extraction from Textual Data"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13629",
| |
| "display_name": "Automatic Text Simplification and Readability Assessment"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T10639",
| |
| "display_name": "Autonomic Computing and Self-Adaptive Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13623",
| |
| "display_name": "Compilation and Analysis of Spoken Language Corpora"
| |
| }, | |
| {
| |
| "id": "https://openalex.org/T10951",
| |
| "display_name": "Cryptanalysis of Block Ciphers and Hash Functions"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11130",
| |
| "display_name": "Cryptography and Error-Correcting Codes"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13851",
| |
| "display_name": "Cyberbiosecurity and Legal Implications of AI Technology"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13898",
| |
| "display_name": "Cybernetics and Information Theory"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T10637",
| |
| "display_name": "Data Clustering Techniques and Algorithms"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13702",
| |
| "display_name": "Deep Learning Applications in Healthcare"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12131",
| |
| "display_name": "Deep Learning for Wireless Signal Classification"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T10862",
| |
| "display_name": "Deep Learning in Medical Image Analysis"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13559",
| |
| "display_name": "Development and Application of Expert Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12031",
| |
| "display_name": "Dialogue Act Modeling for Spoken Language Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13674",
| |
| "display_name": "Digital Image Processing and Artificial Neural Networks"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11902",
| |
| "display_name": "Effectiveness of Intelligent Tutoring Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T14175",
| |
| "display_name": "Enhancing E-Learning with Intelligent Agents and Analytics"
| |
| },
| |
| { | |
| "id": "https://openalex.org/T13514",
| |
| "display_name": "Experience-Based Knowledge Representation and Management"
| |
| },
| |
| { | |
| "id": "https://openalex.org/T12026",
| |
| "display_name": "Explainable Artificial Intelligence"
| |
| },
| |
| { | |
| "id": "https://openalex.org/T13935",
| |
| "display_name": "Fuzzy Computing and Intelligent Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11574",
| |
| "display_name": "Game Artificial Intelligence Research"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12814",
| |
| "display_name": "Gaussian Processes in Machine Learning"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11273",
| |
| "display_name": "Graph Neural Network Models and Applications"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11652",
| |
| "display_name": "Handling Imbalanced Data in Classification Problems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T14351",
| |
| "display_name": "Inductive Modeling in Scientific Research"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T14413",
| |
| "display_name": "Knowledge Base Graph Embedding for Visual Question Answering"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11424",
| |
| "display_name": "Language-based Information Flow Security"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11303",
| |
| "display_name": "Learning and Inference in Bayesian Networks"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12535",
| |
| "display_name": "Learning with Noisy Labels in Machine Learning"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11010",
| |
| "display_name": "Logic Programming and Knowledge Representation"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T13018",
| |
| "display_name": "Machine Learning for Earthquake Early Warning Systems"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T11598",
| |
| "display_name": "Machine Learning for Internet Traffic Classification"
| |
| },
| |
| {
| |
| "id": "https://openalex.org/T12157",
| |
| "display_name": "Machine Learning for Mineral Prospectivity Mapping"
| |
| },
| |
| {
| |
| "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": 29830,
| |
| "cited_by_count": 786745,
| |
| "updated_date": "2024-08-26T06:12:46.701276",
| |
| "created_date": "2024-01-23"
| |
| } | | } |
