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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 3110 occurrences of 1611 keywords
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Results
Found 5570 publication records. Showing 5570 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
11 | Sahil Tyagi, Prateek Sharma |
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.12213, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Qiying Pan, Yifei Zhu, Lingyang Chu |
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.00492, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.15889, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Jiawen Zhu, Choubo Ding, Yu Tian 0001, Guansong Pang |
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.12790, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.02762, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Carl Pearson |
Interconnect Bandwidth Heterogeneity on AMD MI250x and Infinity Fabric. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.14827, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.04207, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.10312, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.06119, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.10043, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Muhammad Sajjad Ansar, Nael Alsaleh, Bilal Farooq |
Driver Heterogeneity in Willingness to Give Control to Conditional Automation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.06426, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Zhendong Sha, Yuanzhu Peter Chen, Ting Hu 0001 |
Genetic heterogeneity analysis using genetic algorithm and network science. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.06429, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Huancheng Chen, Haris Vikalo |
Accelerating Non-IID Federated Learning via Heterogeneity-Guided Client Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.00198, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.15799, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Pengfei Ding, Yan Wang 0002, Guanfeng Liu 0001 |
Cross-heterogeneity Graph Few-shot Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.05275, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.00250, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Vasilis Gkolemis, Theodore Dalamagas 0001, Eirini Ntoutsi, Christos Diou |
RHALE: Robust and Heterogeneity-aware Accumulated Local Effects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.11193, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Jiin Woo, Gauri Joshi, Yuejie Chi |
The Blessing of Heterogeneity in Federated Q-learning: Linear Speedup and Beyond. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.10697, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.01549, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.01772, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.09305, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.02237, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Aaron Rumack, Roni Rosenfeld, F. William Townes |
Correcting for heterogeneity in real-time epidemiological indicators. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.16546, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.19831, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.09634, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.17097, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Sangchul Park |
Heterogeneity of AI-Induced Societal Harms and the Failure of Omnibus AI Laws. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.11196, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.14690, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.02749, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.09444, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.01778, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.03521, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.12810, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.13380, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.09407, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.15165, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.10002, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.03235, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.06447, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.02702, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.20024, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.08646, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.12454, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.01369, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.13923, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.00759, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Hidekazu Yoshioka |
Optimal harvesting policy for biological resources with uncertain heterogeneity for application in fisheries management. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.08361, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis |
Tackling Computational Heterogeneity in FL: A Few Theoretical Insights. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.06283, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.15474, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
11 | Sagnik Nandy, Bhaswar B. Bhattacharya |
Degree Heterogeneity in Higher-Order Networks: Inference in the Hypergraph β-Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.02818, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Hananeh Aliee, Ferdinand Kapl, Soroor Hediyeh-Zadeh, Fabian J. Theis |
Conditionally Invariant Representation Learning for Disentangling Cellular Heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.00558, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.13522, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai |
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.01562, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Hugo J. Ladret, Christian Casanova, Laurent Udo Perrinet |
Kernel Heterogeneity Improves Sparseness of Natural Images Representations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.14685, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Shuli Wang, Kun Gao, Lanfang Zhang, Yang Liu, Lei Chen |
Probabilistic Prediction of Longitudinal Trajectory Considering Driving Heterogeneity with Interpretability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.12123, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Lin Wang, Zhichao Wang, Xi Leng, Xiaoying Tang 0002 |
FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.20193, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Rachel Cummings, Vitaly Feldman, Audra McMillan, Kunal Talwar |
Mean Estimation with User-level Privacy under Data Heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.15835, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Jun Nie, Danyang Xiao, Lei Yang 0024, Weigang Wu |
FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.08574, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.13263, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Yujeong Choi, John Kim, Minsoo Rhu |
Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2302.11750, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.08147, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti |
Federated Learning for Data and Model Heterogeneity in Medical Imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.00155, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.01514, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Electron. Commer. ![In: Int. J. Electron. Commer. 27(1), pp. 36-65, January 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Olayemi Joshua Ibidoja, Pei Shan Fam, Jumat Sulaiman, Majid Khan Majahar Ali |
Detecting heterogeneity parameters and hybrid models for precision farming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Big Data ![In: J. Big Data 10(1), pp. 130, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Pritam Khan, Priyesh Ranjan, Sudhir Kumar 0002 |
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Affect. Comput. ![In: IEEE Trans. Affect. Comput. 14(2), pp. 1520-1532, April - June 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Sci. ![In: J. Comput. Sci. 71, pp. 102059, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Ge Lv, Chen Jason Zhang, Lei Chen 0002 |
HENCE-X: Toward Heterogeneity-agnostic Multi-level Explainability for Deep Graph Networks. (PDF / PS) ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 16(11), pp. 2990-3003, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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) ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 16(9), pp. 2354-2363, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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) ![Search on Bibsonomy](Pics/bibsonomy.png) |
Proc. VLDB Endow. ![In: Proc. VLDB Endow. 16(5), pp. 1059-1072, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Xinyue Zhang 0006, Yun Le, Yan Liu 0026, Xiaoyan Chen |
Fostering Ambidextrous Innovation Strategies in Large Infrastructure Projects: A Team Heterogeneity Perspective. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Engineering Management ![In: IEEE Trans. Engineering Management 70(6), pp. 2257-2267, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Qingbin Gong, Xundi Diao |
The impacts of investor network and herd behavior on market stability: Social learning, network structure, and heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eur. J. Oper. Res. ![In: Eur. J. Oper. Res. 306(3), pp. 1388-1398, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Theodoros Skevas, Jorge C. Martinez-Palomares |
Technology heterogeneity and sustainability efficiency: Empirical evidence from Peruvian coffee production. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Eur. J. Oper. Res. ![In: Eur. J. Oper. Res. 310(3), pp. 1192-1200, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Tingting Zheng, Zhidong Teng, Yantao Luo, Linfei Nie |
κ-contracting in a degenerated diffusive virus infection model with spatial heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Math. Lett. ![In: Appl. Math. Lett. 146, pp. 108800, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Quanli Ji, Ranchao Wu |
Stability of a delayed diffusion-advection vector-disease model with spatial heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Math. Lett. ![In: Appl. Math. Lett. 141, pp. 108617, July 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Syst. Sci. Eng. ![In: Comput. Syst. Sci. Eng. 47(2), pp. 2563-2582, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BMC Medical Informatics Decis. Mak. ![In: BMC Medical Informatics Decis. Mak. 23(1), pp. 110, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Yonghwan Kim, Hsuan-Ting Chen |
Smartphone use and knowledge gap hypothesis: the relationship between mobile news consumption, discussion network heterogeneity, and political knowledge. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Technol. People ![In: Inf. Technol. People 36(7), pp. 2756-2773, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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? ![Search on Bibsonomy](Pics/bibsonomy.png) |
Medical Biol. Eng. Comput. ![In: Medical Biol. Eng. Comput. 61(4), pp. 897-908, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Signal Process. ![In: IEEE Trans. Signal Process. 71, pp. 4224-4239, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Future Gener. Comput. Syst. ![In: Future Gener. Comput. Syst. 146, pp. 178-194, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Appl. Earth Obs. Geoinformation ![In: Int. J. Appl. Earth Obs. Geoinformation 120, pp. 103347, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Appl. Earth Obs. Geoinformation ![In: Int. J. Appl. Earth Obs. Geoinformation 123, pp. 103484, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEICE Trans. Inf. Syst. ![In: IEICE Trans. Inf. Syst. 106(5), pp. 697-706, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
npj Digit. Medicine ![In: npj Digit. Medicine 6, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Appl. Intell. ![In: Appl. Intell. 53(7), pp. 8180-8194, April 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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11 | Alaba Boluwade |
Spatial heterogeneity and partitioning of soil health indicators in the Northern Great Plains using self-organizing map and change point methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Earth Sci. Informatics ![In: Earth Sci. Informatics 16(3), pp. 2017-2031, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 163, pp. 107220, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Hongjing Ai, Dandan Song, Xiaosheng Wang |
Defining multiple layers of intratumor heterogeneity based on variations of perturbations in multi-omics profiling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 159, pp. 106964, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 165, pp. 107417, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Raid Halawani, Michael Buchert, Yi-Ping Phoebe Chen |
Deep learning exploration of single-cell and spatially resolved cancer transcriptomics to unravel tumour heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 164, pp. 107274, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 163, pp. 107222, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 158, pp. 106872, May 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 165, pp. 107382, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Hooman Salavati, Pim Pullens, Wim Ceelen, Charlotte Debbaut |
Drug transport modeling in solid tumors: A computational exploration of spatial heterogeneity of biophysical properties. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 163, pp. 107190, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Biol. Medicine ![In: Comput. Biol. Medicine 163, pp. 107118, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Ecol. Informatics ![In: Ecol. Informatics 76, pp. 102082, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Ecol. Informatics ![In: Ecol. Informatics 77, pp. 102203, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Ecol. Informatics ![In: Ecol. Informatics 77, pp. 102187, November 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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11 | Yue Lin 0005, Chengdong Xu, Jinfeng Wang 0001 |
sandwichr: Spatial prediction in R based on spatial stratified heterogeneity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Trans. GIS ![In: Trans. GIS 27(5), pp. 1579-1598, August 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
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