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Publication search results
found 111 matches
- 2024
- Lingli Cui, Zhilin Dong, Hai Xu, Dezun Zhao:
Triplet attention-enhanced residual tree-inspired decision network: A hierarchical fault diagnosis model for unbalanced bearing datasets. Adv. Eng. Informatics 59: 102322 (2024) - Melpomeni Kasapi, Kexin Xu, Timothy M. D. Ebbels, Declan P. O'Regan, James S. Ware, Joram M. Posma:
LAVASET: Latent Variable Stochastic Ensemble of Trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies. Bioinform. 40(3) (2024) - Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch:
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15(3): 125 (2024) - Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán:
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets. ICML 2024 - Abby O'Neill, Abdul Rehman, Abhiram Maddukuri, Abhishek Gupta, Abhishek Padalkar, Abraham Lee, Acorn Pooley, Agrim Gupta, Ajay Mandlekar, Ajinkya Jain, Albert Tung, Alex Bewley, Alexander Herzog, Alex Irpan, Alexander Khazatsky, Anant Rai, Anchit Gupta, Andrew Wang, Anikait Singh, Animesh Garg, Aniruddha Kembhavi, Annie Xie, Anthony Brohan, Antonin Raffin, Archit Sharma, Arefeh Yavary, Arhan Jain, Ashwin Balakrishna, Ayzaan Wahid, Ben Burgess-Limerick, Beomjoon Kim, Bernhard Schölkopf, Blake Wulfe, Brian Ichter, Cewu Lu, Charles Xu, Charlotte Le, Chelsea Finn, Chen Wang, Chenfeng Xu, Cheng Chi, Chenguang Huang, Christine Chan, Christopher Agia, Chuer Pan, Chuyuan Fu, Coline Devin, Danfei Xu, Daniel Morton, Danny Driess, Daphne Chen, Deepak Pathak, Dhruv Shah, Dieter Büchler, Dinesh Jayaraman, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Ethan Paul Foster, Fangchen Liu, Federico Ceola, Fei Xia, Feiyu Zhao, Freek Stulp, Gaoyue Zhou, Gaurav S. Sukhatme, Gautam Salhotra, Ge Yan, Gilbert Feng, Giulio Schiavi, Glen Berseth, Gregory Kahn, Guanzhi Wang, Hao Su, Haoshu Fang, Haochen Shi, Henghui Bao, Heni Ben Amor, Henrik I. Christensen, Hiroki Furuta, Homer Walke, Hongjie Fang, Huy Ha, Igor Mordatch, Ilija Radosavovic, Isabel Leal, Jacky Liang, Jad Abou-Chakra, Jaehyung Kim, Jaimyn Drake, Jan Peters, Jan Schneider, Jasmine Hsu, Jeannette Bohg, Jeffrey Bingham, Jeffrey Wu, Jensen Gao, Jiaheng Hu, Jiajun Wu, Jialin Wu, Jiankai Sun, Jianlan Luo, Jiayuan Gu, Jie Tan, Jihoon Oh, Jimmy Wu, Jingpei Lu, Jingyun Yang, Jitendra Malik, João Silvério, Joey Hejna, Jonathan Booher, Jonathan Tompson, Jonathan Yang, Jordi Salvador, Joseph J. Lim, Junhyek Han, Kaiyuan Wang, Kanishka Rao, Karl Pertsch, Karol Hausman, Keegan Go, Keerthana Gopalakrishnan, Ken Goldberg, Kendra Byrne, Kenneth Oslund, Kento Kawaharazuka, Kevin Black, Kevin Lin, Kevin Zhang, Kiana Ehsani, Kiran Lekkala, Kirsty Ellis, Krishan Rana, Krishnan Srinivasan, Kuan Fang, Kunal Pratap Singh, Kuo-Hao Zeng, Kyle Hatch, Kyle Hsu, Laurent Itti, Lawrence Yunliang Chen, Lerrel Pinto, Li Fei-Fei, Liam Tan, Linxi Jim Fan, Lionel Ott, Lisa Lee, Luca Weihs, Magnum Chen, Marion Lepert, Marius Memmel, Masayoshi Tomizuka, Masha Itkina, Mateo Guaman Castro, Max Spero, Maximilian Du, Michael Ahn, Michael C. Yip, Mingtong Zhang, Mingyu Ding, Minho Heo, Mohan Kumar Srirama, Mohit Sharma, Moo Jin Kim, Naoaki Kanazawa, Nicklas Hansen, Nicolas Heess, Nikhil J. Joshi, Niko Sünderhauf, Ning Liu, Norman Di Palo, Nur Muhammad (Mahi) Shafiullah, Oier Mees, Oliver Kroemer, Osbert Bastani, Pannag R. Sanketi, Patrick Tree Miller, Patrick Yin, Paul Wohlhart, Peng Xu, Peter David Fagan, Peter Mitrano, Pierre Sermanet, Pieter Abbeel, Priya Sundaresan, Qiuyu Chen, Quan Vuong, Rafael Rafailov, Ran Tian, Ria Doshi, Roberto Martín-Martín, Rohan Baijal, Rosario Scalise, Rose Hendrix, Roy Lin, Runjia Qian, Ruohan Zhang, Russell Mendonca, Rutav Shah, Ryan Hoque, Ryan Julian, Samuel Bustamante, Sean Kirmani, Sergey Levine, Shan Lin, Sherry Moore, Shikhar Bahl, Shivin Dass, Shubham D. Sonawani, Shuran Song, Sichun Xu, Siddhant Haldar, Siddharth Karamcheti, Simeon Adebola, Simon Guist, Soroush Nasiriany, Stefan Schaal, Stefan Welker, Stephen Tian, Subramanian Ramamoorthy, Sudeep Dasari, Suneel Belkhale, Sungjae Park, Suraj Nair, Suvir Mirchandani, Takayuki Osa, Tanmay Gupta, Tatsuya Harada, Tatsuya Matsushima, Ted Xiao, Thomas Kollar, Tianhe Yu, Tianli Ding, Todor Davchev, Tony Z. Zhao, Travis Armstrong, Trevor Darrell, Trinity Chung, Vidhi Jain, Vincent Vanhoucke, Wei Zhan, Wenxuan Zhou, Wolfram Burgard, Xi Chen, Xiaolong Wang, Xinghao Zhu, Xinyang Geng, Xiyuan Liu, Liangwei Xu, Xuanlin Li, Yao Lu, Yecheng Jason Ma, Yejin Kim, Yevgen Chebotar, Yifan Zhou, Yifeng Zhu, Yilin Wu, Ying Xu, Yixuan Wang, Yonatan Bisk, Yoonyoung Cho, Youngwoon Lee, Yuchen Cui, Yue Cao, Yueh-Hua Wu, Yujin Tang, Yuke Zhu, Yunchu Zhang, Yunfan Jiang, Yunshuang Li, Yunzhu Li, Yusuke Iwasawa, Yutaka Matsuo, Zehan Ma, Zhuo Xu, Zichen Jeff Cui, Zichen Zhang, Zipeng Lin:
Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration. ICRA 2024: 6892-6903 - 2023
- Pannapa Changpetch:
Logistic regression model with TreeNet and association rules analysis: applications with medical datasets. Commun. Stat. Simul. Comput. 52(6): 2633-2645 (2023) - S. Dinakaran, P. Ranjit Jeba Thangaiah:
Effective hybrid feature subset selection for multilevel datasets using decision tree classifiers. Int. J. Adv. Intell. Paradigms 24(1/2): 206-228 (2023) - Somayeh Lotfi, Mohammad Ghasemzadeh, Mehran Mohsenzadeh, Mitra Mirzarezaee:
Combining Fuzzy Partitioning and Incremental Methods to Construct a Scalable Decision Tree on Large Datasets. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 31(6): 937-956 (2023) - Yufeng Li, Keyi Xu, Yumei Ding, Zhiwei Sun, Ting Ke:
A parallel CF tree clustering algorithm for mixed-type datasets. J. Intell. Fuzzy Syst. 44(5): 8309-8320 (2023) - Bui T. T. My, Bao Quoc Ta:
An interpretable decision tree ensemble model for imbalanced credit scoring datasets. J. Intell. Fuzzy Syst. 45(6): 10853-10864 (2023) - Li-Hua Li, Ramli Ahmad, Radius Tanone, Alok Kumar Sharma:
STB: synthetic minority oversampling technique for tree-boosting models for imbalanced datasets of intrusion detection systems. PeerJ Comput. Sci. 9: e1580 (2023) - Mingwu Zhang, Yu Chen, Willy Susilo:
Decision Tree Evaluation on Sensitive Datasets for Secure e-Healthcare Systems. IEEE Trans. Dependable Secur. Comput. 20(5): 3988-4001 (2023) - Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height. ACM Trans. Spatial Algorithms Syst. 9(4): 25:1-25:30 (2023) - Donald Bertucci, Md Montaser Hamid, Yashwanthi Anand, Anita Ruangrotsakun, Delyar Tabatabai, Melissa Perez, Minsuk Kahng:
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps. IEEE Trans. Vis. Comput. Graph. 29(1): 320-330 (2023) - Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Francesco Rundo, Fabio Scotti:
Tree-based Optimization for Image-to-Image Translation with Imbalanced Datasets on the Edge. CIVEMSA 2023: 1-6 - Soufia Bennai, Kamal Amroun:
Parallel FPTCM+: Parallel FP-Tree Based Compression Method for Large Datasets. FICC (1) 2023: 295-310 - Tzu-Ming Kuo, Hsuan-Yu Hung, ChienHsing Wu:
Does Removal of Noisy Granulated Datasets Matter to Performance of Decision Tree Generation? MISNC 2023: 20-27 - Jiayang Ren, Valentín Osuna-Enciso, Morimasa Okamoto, Qiangqiang Mao, Chaojie Ji, Liang Cao, Kaixun Hua, Yankai Cao:
A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets. CoRR abs/2311.06952 (2023) - 2022
- Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail:
Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll sufficiency levels of oil palm (Elaeis guineensis) using spectroradiometers and unmanned aerial vehicles. Comput. Electron. Agric. 193: 106646 (2022) - Rahul Mondal, Minh Dung Do, Nasimuddin Ahmed, Daniel Walke, Daniel Micheel, David Broneske, Gunter Saake, Robert Heyer:
Decision tree learning in Neo4j on homogeneous and unconnected graph nodes from biological and clinical datasets. BMC Medical Informatics Decis. Mak. 22-S(6): 347 (2022) - Yanqi Dong, Zhibin Ma, Fu Xu, Feixiang Chen:
Unsupervised Semantic Segmenting TLS Data of Individual Tree Based on Smoothness Constraint Using Open-Source Datasets. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán:
Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets. IJCNN 2022: 1-8 - Donald Bertucci, Md Montaser Hamid, Yashwanthi Anand, Anita Ruangrotsakun, Delyar Tabatabai, Melissa Perez, Minsuk Kahng:
Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps. CoRR abs/2205.06935 (2022) - 2021
- Nor Safira Elaina Mohd Noor, Haidi Ibrahim, Muhammad Hanif Che Lah, Jafri Malin Abdullah:
Improving Outcome Prediction for Traumatic Brain Injury From Imbalanced Datasets Using RUSBoosted Trees on Electroencephalography Spectral Power. IEEE Access 9: 121608-121631 (2021) - Shanjun Mao, Xiaodan Fan, Jie Hu:
Correlation for tree-shaped datasets and its Bayesian estimation. Comput. Stat. Data Anal. 164: 107307 (2021) - Muhamad Hasbullah Mohd Razali, Rizauddin Saian, Yap Bee Wah, Ku Ruhana Ku-Mahamud:
An improved ACO-based decision tree algorithm for imbalanced datasets. Int. J. Math. Model. Numer. Optimisation 11(4): 412-427 (2021) - Rafael Hologa, Konstantin Scheffczyk, Christoph Dreiser, Stefanie Gärtner:
Tree Species Classification in a Temperate Mixed Mountain Forest Landscape Using Random Forest and Multiple Datasets. Remote. Sens. 13(22): 4657 (2021) - Krzysztof Gajowniczek, Tomasz S. Zabkowski:
ImbTreeAUC: An R package for building classification trees using the area under the ROC curve (AUC) on imbalanced datasets. SoftwareX 15: 100755 (2021) - Krzysztof Gajowniczek, Tomasz S. Zabkowski:
ImbTreeEntropy: An R package for building entropy-based classification trees on imbalanced datasets. SoftwareX 16: 100841 (2021) - Yao Chen, Yong Wang, Yan Yan:
An Algorithm to Estimate Tree Height with Insar Technique and Dual-Pol ALOS/PALSAR Datasets. IGARSS 2021: 5937-5940
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