Spatially-Delineated Domain-Adapted AI Classification: An Application for Oncology Data
Fuente:
arXiv
Saved in:
| Main Authors: | Farhadloo, Majid, Sharma, Arun, Leontovich, Alexey, Markovic, Svetomir N., Shekhar, Shashi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data
by: Farhadloo, Majid, et al.
Published: (2024)
by: Farhadloo, Majid, et al.
Published: (2024)
Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision
by: Farhadloo, Majid, et al.
Published: (2023)
by: Farhadloo, Majid, et al.
Published: (2023)
Towards Physics-Guided Foundation Models
by: Farhadloo, Majid, et al.
Published: (2025)
by: Farhadloo, Majid, et al.
Published: (2025)
Towards Physics-informed Diffusion for Anomaly Detection in Trajectories
by: Sharma, Arun, et al.
Published: (2025)
by: Sharma, Arun, et al.
Published: (2025)
Spatial Distribution-Shift Aware Knowledge-Guided Machine Learning
by: Sharma, Arun, et al.
Published: (2025)
by: Sharma, Arun, et al.
Published: (2025)
Physics-Guided Abnormal Trajectory Gap Detection
by: Sharma, Arun, et al.
Published: (2024)
by: Sharma, Arun, et al.
Published: (2024)
Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling
by: Ghosh, Subhankar, et al.
Published: (2024)
by: Ghosh, Subhankar, et al.
Published: (2024)
Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning: A Summary of Results
by: Zeng, Ruolei, et al.
Published: (2025)
by: Zeng, Ruolei, et al.
Published: (2025)
CAPSULE: Control-Theoretic Action Perturbations for Safe Uncertainty-Aware Reinforcement Learning
by: Narava, Rahul, et al.
Published: (2026)
by: Narava, Rahul, et al.
Published: (2026)
Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks
by: Sharma, Arun
Published: (2026)
by: Sharma, Arun
Published: (2026)
Fuzzy Rule based Intelligent Cardiovascular Disease Prediction using Complex Event Processing
by: Kumar, Shashi Shekhar, et al.
Published: (2024)
by: Kumar, Shashi Shekhar, et al.
Published: (2024)
GCAL: Adapting Graph Models to Evolving Domain Shifts
by: Qiao, Ziyue, et al.
Published: (2025)
by: Qiao, Ziyue, et al.
Published: (2025)
HybridoNet-Adapt: A Domain-Adapted Framework for Accurate Lithium-Ion Battery RUL Prediction
by: Tran, Khoa, et al.
Published: (2025)
by: Tran, Khoa, et al.
Published: (2025)
Adapt under Attack and Domain Shift: Unified Adversarial Meta-Learning and Domain Adaptation for Robust Automatic Modulation Classification
by: Owfi, Ali, et al.
Published: (2025)
by: Owfi, Ali, et al.
Published: (2025)
A Hybrid Framework for Spatial Interpolation: Merging Data-driven with Domain Knowledge
by: Zhang, Cong, et al.
Published: (2024)
by: Zhang, Cong, et al.
Published: (2024)
TRISKELION-1: Unified Descriptive-Predictive-Generative AI
by: Kumar, Nardeep, et al.
Published: (2025)
by: Kumar, Nardeep, et al.
Published: (2025)
Domain Adversarial Active Learning for Domain Generalization Classification
by: Chen, Jianting, et al.
Published: (2024)
by: Chen, Jianting, et al.
Published: (2024)
MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers
by: Shahbazi, Shermin, et al.
Published: (2025)
by: Shahbazi, Shermin, et al.
Published: (2025)
AI Pangaea: Unifying Intelligence Islands for Adapting Myriad Tasks
by: Chang, Jianlong, et al.
Published: (2025)
by: Chang, Jianlong, et al.
Published: (2025)
Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation
by: Zhang, Zhen, et al.
Published: (2024)
by: Zhang, Zhen, et al.
Published: (2024)
Hierarchical Conformal Classification
by: Hengst, Floris den, et al.
Published: (2025)
by: Hengst, Floris den, et al.
Published: (2025)
DarkVesselNet: Multi-Modal Remote Sensing and Trajectory Reasoning for Dark Vessel Detection
by: Sharma, Arun
Published: (2026)
by: Sharma, Arun
Published: (2026)
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications
by: Zhang, Yanxiang, et al.
Published: (2025)
by: Zhang, Yanxiang, et al.
Published: (2025)
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications
by: Knauer, Ricardo, et al.
Published: (2024)
by: Knauer, Ricardo, et al.
Published: (2024)
Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training
by: Pan, Rui, et al.
Published: (2025)
by: Pan, Rui, et al.
Published: (2025)
ROCM: RLHF on consistency models
by: Shekhar, Shivanshu, et al.
Published: (2025)
by: Shekhar, Shivanshu, et al.
Published: (2025)
LLM-Assisted Logic Rule Learning: Scaling Human Expertise for Time Series Anomaly Detection
by: Zhang, Haoting, et al.
Published: (2026)
by: Zhang, Haoting, et al.
Published: (2026)
Fuzzy Convolution Neural Networks for Tabular Data Classification
by: Kulkarni, Arun D.
Published: (2024)
by: Kulkarni, Arun D.
Published: (2024)
Domain-Adapted Small Language Models for Reliable Clinical Triage
by: Aljohani, Manar, et al.
Published: (2026)
by: Aljohani, Manar, et al.
Published: (2026)
Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical Properties
by: Sholehrasa, Hossein, et al.
Published: (2025)
by: Sholehrasa, Hossein, et al.
Published: (2025)
Type-Compliant Adaptation Cascades: Adapting Programmatic LM Workflows to Data
by: Lin, Chu-Cheng, et al.
Published: (2025)
by: Lin, Chu-Cheng, et al.
Published: (2025)
A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
by: Ying, Wangyang, et al.
Published: (2025)
by: Ying, Wangyang, et al.
Published: (2025)
Mechanistic Interpretability of LoRA-Adapted Language Models for Nuclear Reactor Safety Applications
by: Lee, Yoon Pyo
Published: (2025)
by: Lee, Yoon Pyo
Published: (2025)
Frailty Estimation in Elderly Oncology Patients Using Multimodal Wearable Data and Multi-Instance Learning
by: Kyprakis, Ioannis, et al.
Published: (2026)
by: Kyprakis, Ioannis, et al.
Published: (2026)
DeepMDV: Global Spatial Matching for Multi-depot Vehicle Routing Problems
by: Nasehi, Saeed, et al.
Published: (2024)
by: Nasehi, Saeed, et al.
Published: (2024)
Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks
by: Jin, Zhibo, et al.
Published: (2024)
by: Jin, Zhibo, et al.
Published: (2024)
Predicting All-Cause Hospital Readmissions from Medical Claims Data of Hospitalised Patients
by: Kadimisetty, Avinash, et al.
Published: (2025)
by: Kadimisetty, Avinash, et al.
Published: (2025)
Adapt-$\infty$: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
by: Maharana, Adyasha, et al.
Published: (2024)
by: Maharana, Adyasha, et al.
Published: (2024)
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
Causal-Driven Feature Evaluation for Cross-Domain Image Classification
by: Cheng, Chen, et al.
Published: (2026)
by: Cheng, Chen, et al.
Published: (2026)
Similar Items
-
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data
by: Farhadloo, Majid, et al.
Published: (2024) -
Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision
by: Farhadloo, Majid, et al.
Published: (2023) -
Towards Physics-Guided Foundation Models
by: Farhadloo, Majid, et al.
Published: (2025) -
Towards Physics-informed Diffusion for Anomaly Detection in Trajectories
by: Sharma, Arun, et al.
Published: (2025) -
Spatial Distribution-Shift Aware Knowledge-Guided Machine Learning
by: Sharma, Arun, et al.
Published: (2025)