Area Under The Receiver Operating Characteristic Curve

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  1. Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation

    Jul 4, 2026Yinan Shen, Ziao Yang, Hongfu LiuShapley ValueDistribution Shifts

  2. CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging

    Jul 3, 2026Joseph Itopa Abubakar, Jorge Jarme, Favour Igwezeke +1Cancer Genome AtlasNon-Small Cell Lung Cancer

  3. Semantic Segmentation-Driven Image-Level Diagnosis of Liver Cancers in Hematoxylin and Eosin Histopathology Images

    Jul 3, 2026Ivica Kopriva, Dario Sitnik, Arijana Pacic +3Computational PathologyLesion Segmentation

  4. Predicting Early Stages Of Alzheimer's Disease And Identifying Key Biomarkers Using Deep Artificial Neural Network And Ensemble Of Machine Learning Methodologies

    Jul 2, 2026Debopriya GhoshAlzheimerBiomarker

  5. How Much Do RF Drone Benchmarks Overstate? A Controlled Study and Theory of Data Leakage in UAV Signal Identification

    Jul 1, 2026David ShulmanUnmanned Aerial Vehicle DetectionDrone

  6. ClinRAG-GRAPH: Clinical-prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

    Jul 1, 2026Yaofei Duan, Yuhao Huang, Tianyu Zhang +12Clinical PredictionAuc-Roc

  7. Interpretable vs Learned Encoders for High-Cardinality Fraud Detection

    Jul 1, 2026Xiao Han, Jingjing Liu, Moxuan Zheng +2Fraud DetectionFeature Engineering

  8. DEMUN: Fast and accurate discovery of music notation in very large collections

    Jun 30, 2026Vojtěch Dvořák, Filip Bím, Jiří Mayer +5Sheet MusicFalse Positive Rate

  9. Accelerating Conformal Prediction via Approximate Leave-One-Out

    Jun 30, 2026Jiachen Cong, Jingbo LiuConformal PredictionFinite-Sample Coverage Guarantees

  10. On Optimal Data Splitting for Split Conformal Prediction

    Jun 30, 2026Sayan Das, Bahram Yaghooti, Todd A. Kuffner +1Conformal PredictionFinite-Sample Coverage Guarantees

  11. Fully Automated High-Precision Segmentation of Retinal Atrophy and Ellipsoid Zone Thickness in OCT: A Reliable Tool for Real-World GA Monitoring

    Jun 30, 2026Wolf-Dieter Vogl, Hlynur Skulason, Oliver Leingang +3Optical Coherence TomographyInterpretable Diabetic Retinopathy Grading

  12. Auditing Generalization in AI-Generated Video Detection: A Six-Control Protocol and the VidAudit Toolkit

    Jun 30, 2026Mert Onur Cakiroglu, Zhihe Lu, Mehmet Dalkilic +1Video Anomaly UnderstandingAlgorithm Auditing

  13. TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

    Jun 29, 2026Alia Tarek, Hamsa Saberr, Hamza Elghonemy +6GliomaConcept Bottleneck Models

  14. CaresAI at CT-DEB26: Detecting Dosing Errors In Clinical Trials Using Domain-Specific Transformer Embeddings and Classification Models

    Jun 29, 2026Leon Hamnett, Favour Igwezeke, Joseph Itopa Abubakar +1Auc-RocLogistic Regression

  15. A multi-architecture study of specificity refinement and false-positive mechanism analysis in prostate MRI

    Jun 29, 2026Yongbo Shu, Kewen Chen, Yifeng Yuan +5False Positive RateRefinement

  16. CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

    Jun 29, 2026Sijia Li, Xiaoyu Tan, Chen Zhan +3Extreme Class ImbalancePhenotypes

  17. How Far Can You Get Without a GPU? A Systematic Benchmark of Lightweight Hallucination Detection Across Question Answering, Dialogue, and Summarisation

    Jun 29, 2026Kriti Faujdar, Smit KadvaniHallucinationsNatural Language Inference

  18. Benchmark AUC Is Not Deployable Reliability: A Cross-Dataset Audit of Off-the-Shelf Features for Surveillance Video Anomaly Detection

    Jun 28, 2026Mohammadreza RashidiVideo Anomaly UnderstandingAnomaly Score

  19. RGLD: Randomized Global-Local Density Estimation for Tabular Anomaly Detection

    Jun 27, 2026Quanling Zhao, Jiaying Yang, Ye Tian +5Reconstruction-Based Anomaly DetectionUnsupervised

  20. The Signal-Coverage Matrix: Stratifying Type and Semantic Errors in Statement Autoformalization

    Jun 26, 2026Chengxiao Dai, Zhaokun Yan, Zhanhui LinAutoformalizationFormalization

  21. Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder

    Jun 25, 2026Santanu Ganguly, Xing Liang, Dimitrios MakrisBrain Magnetic Resonance ImagingQuantum Machine Learning

  22. Evaluation-Strategy Gap in Fault Diagnosis of Deep Learning Programs

    Jun 25, 2026Sigma JahanFault DiagnosisFault Injection Experiments

  23. Multi-Stream Temporal Fusion for Financial Fraud Detection

    Jun 23, 2026Mohammadamin Dashti Moghaddam, Nick SciarrilliFraud DetectionBanking

  24. QC-SMOTE: Quality-Controlled SMOTE for Imbalanced Classification

    Jun 23, 2026Parth Upman, Shreyank N GowdaOversamplingExtreme Class Imbalance

  25. A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection

    Jun 23, 2026Nisreen AlbzourAcute Myeloid LeukemiaAuc-Roc

  26. One Ruler: A Same-Hands Re-Evaluation of Bivariate Causal Direction on Tuebingen, with a Parameter-Free Compression Baseline

    Jun 22, 2026Wietse StienstraComparisonStructural Causal Model

  27. Weighted Score-Oriented Losses for Temporally Localized Event Prediction

    Jun 22, 2026Edoardo Legnaro, Sabrina Guastavino, Francesco MarchettiEarly WarningChange-Point Detection

  28. Physiology-Aware CNN and Zero-Shot Multimodal LLMs for ECG Image Classification: A Comparative Study

    Jun 22, 2026Khalil Ahammad, Derek Abbott, Mohsen DorrakiElectrocardiogram ClassificationMultimodal Clinical Data

  29. When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents

    Jun 22, 2026Yanhang Li, Zhichao Fan, Zexin ZhuangIndirect Prompt InjectionArtificial Intelligence Detection

  30. Specificity- and Calibration-Aware Breast Ultrasound Segmentation via Entropy-Guided Boundary Supervision

    Jun 21, 2026Manar Alsaid, Mandip Shrestha, Mohammad AbbasLesion SegmentationFalse Positive Rate

  31. Anticipating the Optimism Gap: Predicting Distribution-Shift Degradation of RF-Impairment Detectors from In-Distribution Statistics

    Jun 20, 2026Chakshu BawejaIn-DistributionArea Under The Receiver Operating Characteristic Curve

  32. A Hybrid, Multi-Layered Pipeline for Phishing and Threat Classification: Independently Validated URL and NLP Engines with a Calibrated Multi-Channel Fusion Stage

    Jun 19, 2026Saifelden M. Ismail, Aser O. Ibrahim, Omar A. MahmoudPhishingFalse Positive Rate

  33. NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images

    Jun 19, 2026Adnan Mustafic, Halim Benhabiles, Adnane Cabani +19Lung-Nodule DetectorChest X-Ray

  34. Computational references are not experiments: pre-registered validation of machine-learned sodium-cathode voltages

    Jun 19, 2026Krishna Teja VepaLithium-Ion BatteriesVoltage

  35. Machine Learning Classification of Cryopathy Syndromes: A Comprehensive Comparative Study

    Jun 18, 2026Nataliya Shakhovska, Valentyna Chopyak, Ivan Izonin +1Cross ValidationClinical Decision Support

  36. Can LLMs Reason About Brand Ownership? An Empirical Study of Domain Attribution Intelligence

    Jun 18, 2026Fathima Mashood, Mohamed NabeelBrand PairsPhishing

  37. How Fragile Are Training-Free AI-Generated Image Detectors? A Controlled Audit of Score Direction, Preprocessing, and Compression

    Jun 18, 2026Jingwen Zhou, Mingzhe WangAi-Generated Image DetectionGenerators

  38. Context-Aware Hierarchical Bayesian Modeling of IVF Laboratory Environmental Conditions

    Jun 18, 2026Zahra Asghari Varzaneh, Reza Khoshkangini, Pia Saldeen +2ReproductionBayesian

  39. Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection

    Jun 18, 2026Ning Dong, Yingna Su, Xin Dong +3Video Anomaly UnderstandingCapture-Aware Prototype Calibration

  40. REDACT: A Systematically Controlled Multilingual Benchmark for Personal Information Detection

    Jun 18, 2026Guneesh Vats, Anubha Agrawal, Shikha Singhal +5Multilingual BenchmarkFalse Positive Rate

  41. ViCoStream: Streaming VideoLLMs Can Run Beyond 100 FPS with Stage-Wise Coordinated Inference

    Jun 18, 2026Yang Tan, Junlong Tong, Linan Yue +3Streaming VideoSpeech-Llms

  42. When, Where, and How: Adaptive Binning for Tabular Self-Supervised Learning

    Jun 18, 2026Daehwan Kim, Haejun Chung, Ikbeom JangTabular LearningSelf-Supervised

  43. Scoring Backends Matter More Than Pooling: A Systematic Study of Training-Free Anomalous Sound Detection under Domain Shift

    Jun 17, 2026Jingwen Zhou, Mingzhe WangAnomaly ScoreArea Under The Receiver Operating Characteristic Curve

  44. When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift

    Jun 17, 2026Dat Nguyen, Cosmin Radoi, Romain Hermary +4Explainable Deepfake DetectionDeepfake Detection

  45. Tail-Shape Estimation in LLM Evaluation Is Fragile: A Protocol for Diagnosing False Positives

    Jun 15, 2026Luca ZhouLarge Language Model EvaluationLarge Language Model Safety

  46. AURA: Active-Response Attribution under Treatment Ambiguity in Bacterial Cytological Profiling

    Jun 15, 2026Kartik Jhawar, Mrunmayee Deshpande, Wilfried Moreira +2Bacterial Colony CountingArea Under The Receiver Operating Characteristic Curve

  47. In-Domain Supervised Pathology Report Classification: A Reproducible Pipeline from Data Curation to Production-Matched Evaluation

    Jun 14, 2026Isaac Hands, Bin Huang, Adam Spannaus +4False Positive RateSupervised Learning

  48. Beyond ROC-AUC: Operating-Point Performance Reporting for Biometric Verification

    Jun 13, 2026Ajan Ahmed, Masudul H. ImtiazBiometricsAuc-Roc

  49. VLALeaks: Membership Inference Attacks against Vision-Language-Action Models

    Jun 13, 2026Xukun Luan, Jinyan Liu, Xuesong Li +4Membership Inference AttacksPretrained Vision-Language-Action

  50. Cluster LOCO: Feature Importance For Interpreting Clusters

    Jun 12, 2026Claire M. He, Genevera I. AllenFeature ImportanceImage Clustering

  51. Recovering Stranded Discrimination in Knowledge Tracing: Per-Item Bias Correction via Empirical-Bayes Shrinkage

    Jun 12, 2026Xiaoran Yan, Cheng Tang, Atsushi ShimadaPer-Competency Bayesian Knowledge TracingLogit Lens

  52. D2H-AD: A Hybrid Model Utilizing Hyperdimensional Computing for Advanced Anomaly Detection

    Jun 11, 2026Ghazal Ghajari, Elaheh Ghajari, Ashutosh Ghimire +3Reconstruction-Based Anomaly DetectionAnomaly Detection

  53. Deep Sleep Classification via EEG Signal Criticality: A Passive BCI Approach for Sleep-Improvement Neurofeedback

    Jun 11, 2026Stanisław Narębski, Tomasz Komendziński, Tomasz M. RutkowskiSleep Stage ClassificationElectroencephalography Spatial Super-Resolution

  54. ViPER: Vision-based Packing-Aware Encoder for Robust Malware Detection

    Jun 11, 2026Fatima Qaiser, Bisma Tahir, Muhammad Abid Mughal +1Malware DetectionDetection Framework

  55. Acquisition state behaves as a structured, measurable variable governing lung-nodule AI: kernel-driven measurement instability and noise-driven detection fragility, invisible to DICOM metadata

    Jun 11, 2026Daniel SolimanLung-Nodule DetectorArea Under The Receiver Operating Characteristic Curve

  56. Crossing the Validation Crisis: Cross-Validation Reduces Benchmarking Variance Surprisingly Well

    Jun 10, 2026Célestin Eve, Gaël Varoquaux, Thomas MoreauCross ValidationVariance Reduction

  57. Towards Fully Automated Exam Grading: Fairness-Aware Recognition of Handwritten Answers with Foundation Models

    Jun 9, 2026Hartwig GrabowskiExaminersGrading

  58. Validation-Stage Combinatorial Fusion Analysis for Imbalanced Credit-Card Fraud Detection

    Jun 9, 2026Xiao Han, Chenyu WuFraud DetectionAuc-Roc

  59. What Demonstration Curation Metrics Do to Your Policy

    Jun 8, 2026Aarav BediData-CurationBehavior Cloning

  60. Structural Grid Descriptors Predict Within-Task Solver Success on ARC-AGI

    Jun 8, 2026Ayan PendharkarFuture Llm-Assisted Solver DevelopmentBeam Search