Browse State-of-the-Art › Binary Classification › Papers, page 9
Binary Classification
Papers archive 2025-07-28
archive papers tagged: 2,574 · with a code link: 710 · where Syntology ran a sample: 115 (100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (115 of 2,574 tagged: 100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 9 of 26: papers 801 to 900 of 2,574, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion19 Mar 2025 0 repositories listed
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TruthLens:A Training-Free Paradigm for DeepFake Detection19 Mar 2025 0 repositories listed
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Analysis of human visual field information using machine learning methods and assessment of their accuracy18 Mar 2025 0 repositories listed
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Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes18 Mar 2025 0 repositories listed
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Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory18 Mar 2025 0 repositories listed
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Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis17 Mar 2025 0 repositories listed
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BLIA: Detect model memorization in binary classification model through passive Label Inference attack17 Mar 2025 0 repositories listed
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Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages14 Mar 2025 0 repositories listed
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Ecological Neural Architecture Search13 Mar 2025 0 repositories listed
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Evaluating a Novel Neuroevolution and Neural Architecture Search System13 Mar 2025 0 repositories listed
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Task-Specific Activation Functions for Neuroevolution using Grammatical Evolution13 Mar 2025 0 repositories listed
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Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs10 Mar 2025 0 repositories listed
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Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers9 Mar 2025 0 repositories listed
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Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method4 Mar 2025 0 repositories listed
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Large Language Models for Healthcare Text Classification: A Systematic Review3 Mar 2025 0 repositories listed
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On the Development of Binary Classification Algorithm Based on Principles of Geometry and Statistical Inference3 Mar 2025 0 repositories listed
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Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN26 Feb 2025 0 repositories listed
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Learning sparse generalized linear models with binary outcomes via iterative hard thresholding25 Feb 2025 0 repositories listed
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Monitoring snow avalanches from SAR data with deep learning25 Feb 2025 0 repositories listed
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DiffFake: Exposing Deepfakes using Differential Anomaly Detection22 Feb 2025 0 repositories listed
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Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling21 Feb 2025 0 repositories listed
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Real-Time Moving Flock Detection in Pedestrian Trajectories Using Sequential Deep Learning Models21 Feb 2025 0 repositories listed
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An Entropic Metric for Measuring Calibration of Machine Learning Models20 Feb 2025 0 repositories listed
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An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions20 Feb 2025 0 repositories listed
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How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation20 Feb 2025 0 repositories listed
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Using tournaments to calculate AUROC for zero-shot classification with LLMs20 Feb 2025 0 repositories listed
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EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking18 Feb 2025 0 repositories listed
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Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning18 Feb 2025 0 repositories listed
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UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation16 Feb 2025 0 repositories listed
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Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays15 Feb 2025 0 repositories listed
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Optimizing CNN Architectures for Advanced Thoracic Disease Classification15 Feb 2025 0 repositories listed
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Using Artificial Intelligence to Improve Classroom Learning Experience14 Feb 2025 0 repositories listed
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LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information13 Feb 2025 0 repositories listed
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On Agnostic PAC Learning in the Small Error Regime13 Feb 2025 0 repositories listed
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A method for classification of data with uncertainty using hypothesis testing12 Feb 2025 0 repositories listed
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Forecasting Drought Using Machine Learning in California12 Feb 2025 0 repositories listed
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Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models11 Feb 2025 0 repositories listed
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Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification10 Feb 2025 0 repositories listed
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Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings10 Feb 2025 0 repositories listed
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Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models10 Feb 2025 0 repositories listed
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Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction8 Feb 2025 0 repositories listed
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The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks8 Feb 2025 0 repositories listed
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Detection of LLM-Generated Java Code Using Discretized Nested Bigrams7 Feb 2025 0 repositories listed
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Efficient Optimal PAC Learning5 Feb 2025 0 repositories listed
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Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata4 Feb 2025 0 repositories listed
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Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis4 Feb 2025 0 repositories listed
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Geometric Framework for Cell Oversegmentation3 Feb 2025 0 repositories listed
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Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN3 Feb 2025 0 repositories listed
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IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease29 Jan 2025 0 repositories listed
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Attribution analysis of legal language as used by LLM28 Jan 2025 0 repositories listed
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Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning25 Jan 2025 0 repositories listed
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Gland Segmentation Using SAM With Cancer Grade as a Prompt24 Jan 2025 0 repositories listed
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Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models21 Jan 2025 0 repositories listed
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Implementation of an Asymmetric Adjusted Activation Function for Class Imbalance Credit Scoring21 Jan 2025 0 repositories listed
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LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts21 Jan 2025 0 repositories listed
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Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking18 Jan 2025 0 repositories listed
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Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes16 Jan 2025 0 repositories listed
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PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions15 Jan 2025 0 repositories listed
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A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization14 Jan 2025 0 repositories listed
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ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations14 Jan 2025 0 repositories listed
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Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models14 Jan 2025 0 repositories listed
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Early prediction of the transferability of bovine embryos from videomicroscopy14 Jan 2025 0 repositories listed
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Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography14 Jan 2025 0 repositories listed
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Large Language Models For Text Classification: Case Study And Comprehensive Review14 Jan 2025 0 repositories listed
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Linearly Convergent Mixup Learning14 Jan 2025 0 repositories listed
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Modeling Quantum Machine Learning for Genomic Data Analysis14 Jan 2025 0 repositories listed
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Privacy-Preserving Model and Preprocessing Verification for Machine Learning14 Jan 2025 0 repositories listed
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Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization13 Jan 2025 0 repositories listed
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A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context12 Jan 2025 0 repositories listed
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Automated external cervical resorption segmentation in cone-beam CT using local texture features9 Jan 2025 0 repositories listed
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Stability and List-Replicability for Agnostic Learners9 Jan 2025 0 repositories listed
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Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection8 Jan 2025 0 repositories listed
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Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text6 Jan 2025 0 repositories listed
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Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT3 Jan 2025 0 repositories listed
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Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models3 Jan 2025 0 repositories listed
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Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning30 Dec 2024 0 repositories listed
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Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems28 Dec 2024 0 repositories listed
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Latenrgy: Model Agnostic Latency and Energy Consumption Prediction for Binary Classifiers26 Dec 2024 0 repositories listed
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IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages23 Dec 2024 0 repositories listed
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Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus22 Dec 2024 0 repositories listed
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Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization20 Dec 2024 0 repositories listed
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SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild20 Dec 2024 0 repositories listed
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AI-Powered Intracranial Hemorrhage Detection: A Co-Scale Convolutional Attention Model with Uncertainty-Based Fuzzy Integral Operator and Feature Screening19 Dec 2024 0 repositories listed
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Challenges learning from imbalanced data using tree-based models: Prevalence estimates systematically depend on hyperparameters and can be upwardly biased17 Dec 2024 0 repositories listed
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Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization15 Dec 2024 0 repositories listed
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Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models13 Dec 2024 0 repositories listed
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A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks12 Dec 2024 0 repositories listed
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Early Detection of At-Risk Students Using Machine Learning12 Dec 2024 0 repositories listed
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Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain11 Dec 2024 0 repositories listed
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Image Retrieval Methods in the Dissimilarity Space11 Dec 2024 0 repositories listed
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Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty11 Dec 2024 0 repositories listed
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Of Dice and Games: A Theory of Generalized Boosting11 Dec 2024 0 repositories listed
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High-dimensional classification problems with Barron regular boundaries under margin conditions10 Dec 2024 0 repositories listed
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Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks8 Dec 2024 0 repositories listed
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BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis7 Dec 2024 0 repositories listed
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Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms7 Dec 2024 0 repositories listed
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Flow-based Detection of Botnets through Bio-inspired Optimisation of Machine Learning7 Dec 2024 0 repositories listed
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Granular Ball K-Class Twin Support Vector Classifier6 Dec 2024 0 repositories listed
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Kernel-Free Universum Quadratic Surface Twin Support Vector Machines for Imbalanced Data2 Dec 2024 0 repositories listed
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MeasureNet: Measurement Based Celiac Disease Identification2 Dec 2024 0 repositories listed