Search results for "heterogeneity"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Sahil Tyagi, Prateek Sharma	Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching.	CoRR	2023	DBLP DOI BibTeX RDF
11	Qiying Pan, Yifei Zhu, Lingyang Chu	Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu 0001, Kun Kuang	Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiawen Zhu, Choubo Ding, Yu Tian 0001, Guansong Pang	Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hao-Chun Yang, Ole A. Andreassen, Lars Tjelta Westlye, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers	Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping.	CoRR	2023	DBLP DOI BibTeX RDF
11	Carl Pearson	Interconnect Bandwidth Heterogeneity on AMD MI250x and Infinity Fabric.	CoRR	2023	DBLP DOI BibTeX RDF
11	Rahul Mishra 0001, Hari Prabhat Gupta, Garvit Banga	Resource Aware Clustering for Tackling the Heterogeneity of Participants in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Danish Gufran, Saideep Tiku, Sudeep Pasricha	STELLAR: Siamese Multi-Headed Attention Neural Networks for Overcoming Temporal Variations and Device Heterogeneity with Indoor Localization.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zezhi Shao, Fei Wang, Yongjun Xu, Wei Wei 0002, Chengqing Yu, Zhao Zhang 0011, Di Yao, Guangyin Jin, Xin Cao 0001, Gao Cong, Christian S. Jensen, Xueqi Cheng	Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
11	Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi	Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements.	CoRR	2023	DBLP DOI BibTeX RDF
11	Muhammad Sajjad Ansar, Nael Alsaleh, Bilal Farooq	Driver Heterogeneity in Willingness to Give Control to Conditional Automation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhendong Sha, Yuanzhu Peter Chen, Ting Hu 0001	Genetic heterogeneity analysis using genetic algorithm and network science.	CoRR	2023	DBLP DOI BibTeX RDF
11	Huancheng Chen, Haris Vikalo	Accelerating Non-IID Federated Learning via Heterogeneity-Guided Client Sampling.	CoRR	2023	DBLP DOI BibTeX RDF
11	Vincent Plassier, Nikita Kotelevskii, Aleksandr Rubashevskii, Fedor Noskov, Maksim Velikanov, Alexander Fishkov, Samuel Horváth, Martin Takác 0001, Eric Moulines, Maxim Panov	Efficient Conformal Prediction under Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Pengfei Ding, Yan Wang 0002, Guanfeng Liu 0001	Cross-heterogeneity Graph Few-shot Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jianing Zhu, Jiangchao Yao, Tongliang Liu, Quanming Yao, Jianliang Xu, Bo Han 0003	Combating Exacerbated Heterogeneity for Robust Models in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Vasilis Gkolemis, Theodore Dalamagas 0001, Eirini Ntoutsi, Christos Diou	RHALE: Robust and Heterogeneity-aware Accumulated Local Effects.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiin Woo, Gauri Joshi, Yuejie Chi	The Blessing of Heterogeneity in Federated Q-learning: Linear Speedup and Beyond.	CoRR	2023	DBLP DOI BibTeX RDF
11	Haoran Zhao, Yinghao Zhang, Debo Cheng, Chen Li 0027, Zaiwen Feng	Matching Using Sufficient Dimension Reduction for Heterogeneity Causal Effect Estimation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan	Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jing Mai, Jiarui Wang, Zhixiong Di, Yibo Lin	Multi-Electrostatic FPGA Placement Considering SLICEL-SLICEM Heterogeneity, Clock Feasibility, and Timing Optimization.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yanzhao Wu 0001, Ka Ho Chow, Wenqi Wei, Ling Liu 0001	Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness.	CoRR	2023	DBLP DOI BibTeX RDF
11	Aaron Rumack, Roni Rosenfeld, F. William Townes	Correcting for heterogeneity in real-time epidemiological indicators.	CoRR	2023	DBLP DOI BibTeX RDF
11	Kok-Seng Wong, Manh Nguyen-Duc, Khiem Le-Huy, Long Ho-Tuan, Cuong Do-Danh, Danh Le Phuoc	An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Richeng Jin, Xiaofan He, Caijun Zhong, Zhaoyang Zhang 0001, Tony Q. S. Quek, Huaiyu Dai	Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Taehyeon Kim, Eric Lin, Junu Lee, Christian Lau, Vaikkunth Mugunthan	Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Approach for Object Detection.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sangchul Park	Heterogeneity of AI-Induced Societal Harms and the Failure of Omnibus AI Laws.	CoRR	2023	DBLP DOI BibTeX RDF
11	Youcheng Niu, Jinming Xu 0002, Ying Sun 0003, Yan Huang, Li Chai 0008	Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
11	Paul Chen, Pavan Manjunath, Sasindu Wijeratne, Bingyi Zhang, Viktor K. Prasanna	Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration.	CoRR	2023	DBLP DOI BibTeX RDF
11	Erfan Darzi, Yiqing Shen 0003, Nanna Maria Sijtsema, Peter M. A. van Ooijen	Tackling Heterogeneity in Medical Federated learning via Vision Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhenheng Tang, Xiaowen Chu 0001, Ryan Yide Ran, Sunwoo Lee, Shaohuai Shi, Yonggang Zhang, Yuxin Wang, Alex Qiaozhong Liang, Salman Avestimehr, Chaoyang He 0001	FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xuefeng Han, Jun Li 0004, Wen Chen 0001, Zhen Mei, Kang Wei, Ming Ding 0001, H. Vincent Poor	Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou 0001, Hongzhi Yin	HeteFedRec: Federated Recommender Systems with Model Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yiyue Chen, Haris Vikalo, Chianing Johnny Wang	Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Keer Yang, Guanqun Zhang, Chuan Bi, Qiang Guan, Hailu Xu, Shuai Xu	Improving CNN-base Stock Trading By Considering Data Heterogeneity and Burst.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sara Pieri, Jose Renato Restom, Samuel Horváth, Hisham Cholakkal	Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hongda Wu, Ping Wang 0001, C. V. Aswartha Narayana	Straggler-resilient Federated Learning: Tackling Computation Heterogeneity with Layer-wise Partial Model Training in Mobile Edge Network.	CoRR	2023	DBLP DOI BibTeX RDF
11	Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi	HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems.	CoRR	2023	DBLP DOI BibTeX RDF
11	Qiong Wu 0009, Xu Chen 0004, Tao Ouyang, Zhi Zhou 0006, Xiaoxi Zhang, Shusen Yang, Junshan Zhang	HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association.	CoRR	2023	DBLP DOI BibTeX RDF
11	Dun Zeng, Zenglin Xu, Yu Pan 0005, Qifan Wang, Xiaoying Tang	Tackling Hybrid Heterogeneity on Federated Optimization via Gradient Diversity Maximization.	CoRR	2023	DBLP DOI BibTeX RDF
11	Bohong Wang, Qinglai Guo, Tian Xia, Qiang Li, Di Liu, Feng Zhao	Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tianyue Zheng, Ang Li, Zhe Chen 0015, Hongbo Wang, Jun Luo 0001	AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving.	CoRR	2023	DBLP DOI BibTeX RDF
11	Achintha Wijesinghe, Songyang Zhang, Zhi Ding 0001	PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Ni Dong 0001, Shuming Chen, Yina Wu, Yiheng Feng, Xiaobo Liu	An enhanced motion planning approach by integrating driving heterogeneity and long-term trajectory prediction for automated driving systems.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhongyi Cai, Ye Shi 0001, Wei Huang, Jingya Wang	Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yun-Hin Chan, Zhihan Jiang, Jing Deng, Edith C. H. Ngai	FedIN: Federated Intermediate Layers Learning for Model Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hidekazu Yoshioka	Optimal harvesting policy for biological resources with uncertain heterogeneity for application in fisheries management.	CoRR	2023	DBLP DOI BibTeX RDF
11	Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis	Tackling Computational Heterogeneity in FL: A Few Theoretical Insights.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yun-Jhu Lee, Mehmet Berkay On, Luis El Srouji, Li Zhang, Mahmoud Abdelghany, S. J. Ben Yoo	Demonstration of Programmable Brain-Inspired Optoelectronic Neuron in Photonic Spiking Neural Network with Neural Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sagnik Nandy, Bhaswar B. Bhattacharya	Degree Heterogeneity in Higher-Order Networks: Inference in the Hypergraph β-Model.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hananeh Aliee, Ferdinand Kapl, Soroor Hediyeh-Zadeh, Fabian J. Theis	Conditionally Invariant Representation Learning for Disentangling Cellular Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma 0001, Xiang Song 0003, Wen-mei W. Hwu	IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research.	CoRR	2023	DBLP DOI BibTeX RDF
11	Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai	Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hugo J. Ladret, Christian Casanova, Laurent Udo Perrinet	Kernel Heterogeneity Improves Sparseness of Natural Images Representations.	CoRR	2023	DBLP DOI BibTeX RDF
11	Shuli Wang, Kun Gao, Lanfang Zhang, Yang Liu, Lei Chen	Probabilistic Prediction of Longitudinal Trajectory Considering Driving Heterogeneity with Interpretability.	CoRR	2023	DBLP DOI BibTeX RDF
11	Lin Wang, Zhichao Wang, Xi Leng, Xiaoying Tang 0002	FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems.	CoRR	2023	DBLP DOI BibTeX RDF
11	Rachel Cummings, Vitaly Feldman, Audra McMillan, Kunal Talwar	Mean Estimation with User-level Privacy under Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jun Nie, Danyang Xiao, Lei Yang 0024, Weigang Wu	FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Bo Li 0119, Yasin Esfandiari, Mikkel N. Schmidt, Tommy S. Alstrøm, Sebastian U. Stich	Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yujeong Choi, John Kim, Minsoo Rhu	Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations.	CoRR	2023	DBLP DOI BibTeX RDF
11	Shuaijun Chen, Omid Tavallaie, Michael Henri Hambali, Seid Miad Zandavi, Hamed Haddadi, Song Guo 0001, Albert Y. Zomaya	Boosting Client Selection of Federated Learning under Device and Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti	Federated Learning for Data and Model Heterogeneity in Medical Imaging.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru	SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yuan Liu, Yuzhu Zheng, June Wei, Yang Yang	The Use of Inside-Out and Outside-In Big Data Analytics on E-Platforms: Performance Impacts and Heterogeneity Analysis.	Int. J. Electron. Commer.	2023	DBLP DOI BibTeX RDF
11	Olayemi Joshua Ibidoja, Pei Shan Fam, Jumat Sulaiman, Majid Khan Majahar Ali	Detecting heterogeneity parameters and hybrid models for precision farming.	J. Big Data	2023	DBLP DOI BibTeX RDF
11	Pritam Khan, Priyesh Ranjan, Sudhir Kumar 0002	AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity.	IEEE Trans. Affect. Comput.	2023	DBLP DOI BibTeX RDF
11	Cyrus Tanade, Sarah B. Putney, Amanda Randles	Establishing massively parallel models to examine the influence of cell heterogeneity on tumor growth.	J. Comput. Sci.	2023	DBLP DOI BibTeX RDF
11	Ge Lv, Chen Jason Zhang, Lei Chen 0002	HENCE-X: Toward Heterogeneity-agnostic Multi-level Explainability for Deep Graph Networks. (PDF / PS)	Proc. VLDB Endow.	2023	DBLP DOI BibTeX RDF
11	Xupeng Miao, Yining Shi 0001, Zhi Yang 0001, Bin Cui 0001, Zhihao Jia	SDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training. (PDF / PS)	Proc. VLDB Endow.	2023	DBLP DOI BibTeX RDF
11	Yuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou	FederatedScope: A Flexible Federated Learning Platform for Heterogeneity. (PDF / PS)	Proc. VLDB Endow.	2023	DBLP DOI BibTeX RDF
11	Xinyue Zhang 0006, Yun Le, Yan Liu 0026, Xiaoyan Chen	Fostering Ambidextrous Innovation Strategies in Large Infrastructure Projects: A Team Heterogeneity Perspective.	IEEE Trans. Engineering Management	2023	DBLP DOI BibTeX RDF
11	Qingbin Gong, Xundi Diao	The impacts of investor network and herd behavior on market stability: Social learning, network structure, and heterogeneity.	Eur. J. Oper. Res.	2023	DBLP DOI BibTeX RDF
11	Theodoros Skevas, Jorge C. Martinez-Palomares	Technology heterogeneity and sustainability efficiency: Empirical evidence from Peruvian coffee production.	Eur. J. Oper. Res.	2023	DBLP DOI BibTeX RDF
11	Tingting Zheng, Zhidong Teng, Yantao Luo, Linfei Nie	κ-contracting in a degenerated diffusive virus infection model with spatial heterogeneity.	Appl. Math. Lett.	2023	DBLP DOI BibTeX RDF
11	Quanli Ji, Ranchao Wu	Stability of a delayed diffusion-advection vector-disease model with spatial heterogeneity.	Appl. Math. Lett.	2023	DBLP DOI BibTeX RDF
11	Tao Liu, Kejia Zhang, Jingsong Yin, Yan Zhang, Zihao Mu, Chunsheng Li, Yanan Hu	A Spatio-Temporal Heterogeneity Data Accuracy Detection Method Fused by GCN and TCN.	Comput. Syst. Sci. Eng.	2023	DBLP DOI BibTeX RDF
11	Ashwini Venkatasubramaniam, Bilal A. Mateen, Beverley M. Shields, Andrew T. Hattersley, Angus G. Jones, Sebastian J. Vollmer, John M. Dennis	Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine.	BMC Medical Informatics Decis. Mak.	2023	DBLP DOI BibTeX RDF
11	Yonghwan Kim, Hsuan-Ting Chen	Smartphone use and knowledge gap hypothesis: the relationship between mobile news consumption, discussion network heterogeneity, and political knowledge.	Inf. Technol. People	2023	DBLP DOI BibTeX RDF
11	Annejet Heida, Willemijn F. B. van der Does, Mathijs S. van Schie, Lianne N. van Staveren, Yannick J. H. J. Taverne, Ad J. J. C. Bogers, Natasja M. S. de Groot	Does conduction heterogeneity determine the supervulnerable period after atrial fibrillation?	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
11	Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar	FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning.	IEEE Trans. Signal Process.	2023	DBLP DOI BibTeX RDF
11	Zhao Yang, Shengbing Zhang, Chuxi Li, Miao Wang, Jiaying Yang, Meng Zhang	Joint heterogeneity-aware personalized federated search for energy efficient battery-powered edge computing.	Future Gener. Comput. Syst.	2023	DBLP DOI BibTeX RDF
11	Shuo Xu, Dongdong Wang 0001, Shunlin Liang, Yuling Liu, Aolin Jia	Assessment of gridded datasets of various near surface temperature variables over Heihe River Basin: Uncertainties, spatial heterogeneity and clear-sky bias.	Int. J. Appl. Earth Obs. Geoinformation	2023	DBLP DOI BibTeX RDF
11	Xiaoyue Tan, Ruilin Chen, Xiaolin Zhu 0001, Xi Li, Jin Chen, Man Sing Wong, Shuai Xu, Yi Nam Xu	Spatial heterogeneity of uncertainties in daily satellite nighttime light time series.	Int. J. Appl. Earth Obs. Geoinformation	2023	DBLP DOI BibTeX RDF
11	Runze Wang, Zehua Zhang, Yueqin Zhang, Zhongyuan Jiang, Shilin Sun, Guixiang Ma	MolHF: Molecular Heterogeneous Attributes Fusion for Drug-Target Affinity Prediction on Heterogeneity.	IEICE Trans. Inf. Syst.	2023	DBLP DOI BibTeX RDF
11	Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek	A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases.	npj Digit. Medicine	2023	DBLP DOI BibTeX RDF
11	Jiuyong Li, Lin Liu 0003, Shisheng Zhang, Saisai Ma, Thuc Duy Le, Jixue Liu	Causal heterogeneity discovery by bottom-up pattern search for personalised decision making.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
11	Alaba Boluwade	Spatial heterogeneity and partitioning of soil health indicators in the Northern Great Plains using self-organizing map and change point methods.	Earth Sci. Informatics	2023	DBLP DOI BibTeX RDF
11	Cong Wang, Mengyan Zhang, Jiyun Zhao, Bin Li, Xingjun Xiao, Yan Zhang	The prediction of drug sensitivity by multi-omics fusion reveals the heterogeneity of drug response in pan-cancer.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Hongjing Ai, Dandan Song, Xiaosheng Wang	Defining multiple layers of intratumor heterogeneity based on variations of perturbations in multi-omics profiling.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Debin Cheng, Zhao Zhang, Zhenzhou Mi, Weidong Tao, Dong Liu, Jun Fu, Hongbin Fan	Deciphering the heterogeneity and immunosuppressive function of regulatory T cells in osteosarcoma using single-cell RNA transcriptome.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Raid Halawani, Michael Buchert, Yi-Ping Phoebe Chen	Deep learning exploration of single-cell and spatially resolved cancer transcriptomics to unravel tumour heterogeneity.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Mengyan Zhang, Xingda Zhang, Te Ma, Cong Wang, Jiyun Zhao, Yue Gu, Yan Zhang	Precise subtyping reveals immune heterogeneity for hormone receptor-positive breast cancer.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Chengbin Guo, Yuqin Tang, Qizhuo Li, Zhao Yang, Yuqi Guo, Chuanliang Chen, Yongqiang Zhang	Deciphering the immune heterogeneity dominated by natural killer cells with prognostic and therapeutic implications in hepatocellular carcinoma.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Annelies Agten, Alfonso Blázquez-Moreno, Marjolein Crabbe, Marianne Tuefferd, Hinrich Goehlmann, Helena Geys, Cheng-Yuan Peng, Jari Claes, Thomas Neyens, Christel Faes	Measures of spatial heterogeneity in the liver tissue micro-environment as predictive factors for fibrosis score.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Hooman Salavati, Pim Pullens, Wim Ceelen, Charlotte Debbaut	Drug transport modeling in solid tumors: A computational exploration of spatial heterogeneity of biophysical properties.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Benedikt Langenberger, Viktoria Steinbeck, Lukas Schöner, Reinhard Busse, Christoph Pross, David Kuklinski	Exploring treatment effect heterogeneity of a PROMs alert intervention in knee and hip arthroplasty patients: A causal forest application.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
11	Michele Torresani, Duccio Rocchini, Alessandro Alberti, Vítezslav Moudrý, Michael Heym, Elisa Thouverai, Patrick Kacic, Enrico Tomelleri	LiDAR GEDI derived tree canopy height heterogeneity reveals patterns of biodiversity in forest ecosystems.	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
11	Zongcai Cai, Zhen Zhang, Fei Zhao, Xiaohui Guo, Jinbiao Zhao, Yangyang Xu, Xiaopeng Liu	Assessment of eco-environmental quality changes and spatial heterogeneity in the Yellow River Delta based on the remote sensing ecological index and geo-detector model.	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
11	Yingying Ma, Nana Huang, Chao Ma	Heterogeneity, marginality, stagementation and driving forces in the Otindag Sandy Land and its ecotones based on GIMMS NDVI3g v1.0.	Ecol. Informatics	2023	DBLP DOI BibTeX RDF
11	Yue Lin 0005, Chengdong Xu, Jinfeng Wang 0001	sandwichr: Spatial prediction in R based on spatial stratified heterogeneity.	Trans. GIS	2023	DBLP DOI BibTeX RDF