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← Core Methods
Machine Learning
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Core Methods
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Classification
15,289 papers
Papers per year
2000: 2
2001: 14
2002: 21
2003: 28
2004: 28
2005: 26
2006: 94
2007: 93
2008: 90
2009: 93
2010: 134
2011: 112
2012: 160
2013: 290
2014: 239
2015: 258
2016: 456
2017: 682
2018: 1145
2019: 1500
2020: 1638
2021: 1667
2022: 1636
2023: 1685
2024: 1600
2025: 1313
2026: 285
Papers
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
AAAI 2024
Automatic Interpretation of Line Probe Assay Test for Tuberculosis
AAAI 2024
Auto311: A Confidence-Guided Automated System for Non-emergency Calls
AAAI 2024
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
AAAI 2024
Depression Detection via Capsule Networks with Contrastive Learning
AAAI 2024
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking
AAAI 2024
Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning
AAAI 2024
Characterizing Information Seeking Events in Health-Related Social Discourse
AAAI 2024
Fair and Optimal Prediction via Post-Processing
AAAI 2024
Towards Reproducible, Automated, and Scalable Anomaly Detection
AAAI 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint)
AAAI 2024
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint)
AAAI 2024
A Submodular Optimization Approach to Accountable Loan Approval
AAAI 2024
ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations
AAAI 2024
Data-Driven Structural Fire Risk Prediction for City Properties
AAAI 2024
Multipartite Entity Resolution: Motivating a K-Tuple Perspective (Student Abstract)
AAAI 2024
Kepler Light Curve Classification Using Deep Learning and Markov Transition Field (Student Abstract)
AAAI 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract)
AAAI 2024
Novax or Novak? Estimating Social Media Stance towards Celebrity Vaccine Hesitancy (Student Abstract)
AAAI 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract)
AAAI 2024
Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract)
AAAI 2024
A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract)
AAAI 2024
Rider Posture-Based Continuous Authentication with Few-Shot Learning for Mobility Scooters (Student Abstract)
AAAI 2024
Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract)
AAAI 2024
Securing Billion Bluetooth Devices Leveraging Learning-Based Techniques
AAAI 2024
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