Relevant bibliographies by topics / Extra trees

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Extra trees'

Author: Grafiati
Published: 5 June 2025
Last updated: 2 August 2025

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Journal articles on the topic "Extra trees"

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Nzenwata, Uchenna J., Emokiniovo Edwin, Emmanuel A. Chukwu, Dare Osilaja, Johnson O. Hinmikaiye, and Chidiebere Enyinnah. "Extra Trees Model for Heart Disease Prediction." Journal of Data Analysis and Information Processing 13, no. 02 (2025): 125–39. https://doi.org/10.4236/jdaip.2025.132008.

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Galelli, S., and A. Castelletti. "Assessing the predictive capability of randomized tree-based ensembles in streamflow modelling." Hydrology and Earth System Sciences 17, no. 7 (2013): 2669–84. http://dx.doi.org/10.5194/hess-17-2669-2013.

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Abstract. Combining randomization methods with ensemble prediction is emerging as an effective option to balance accuracy and computational efficiency in data-driven modelling. In this paper, we investigate the prediction capability of extremely randomized trees (Extra-Trees), in terms of accuracy, explanation ability and computational efficiency, in a streamflow modelling exercise. Extra-Trees are a totally randomized tree-based ensemble method that (i) alleviates the poor generalisation property and tendency to overfitting of traditional standalone decision trees (e.g. CART); (ii) is computa
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Galelli, S., and A. Castelletti. "Assessing the predictive capability of randomized tree-based ensembles in streamflow modelling." Hydrology and Earth System Sciences Discussions 10, no. 2 (2013): 1617–55. http://dx.doi.org/10.5194/hessd-10-1617-2013.

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Abstract. Combining randomization methods with ensemble prediction is emerging as an effective option to balance accuracy and computational efficiency in data-driven modeling. In this paper we investigate the prediction capability of extremely randomized trees (Extra-Trees), in terms of accuracy, explanation ability and computational efficiency, in a streamflow modeling exercise. Extra-Trees are a totally randomized tree-based ensemble method that (i) alleviates the poor generalization property and tendency to overfitting of traditional standalone decision trees (e.g. CART); (ii) is computatio
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Chahine, Khaled. "Tree-Based Algorithms and Incremental Feature Optimization for Fault Detection and Diagnosis in Photovoltaic Systems." Eng 6, no. 1 (2025): 20. https://doi.org/10.3390/eng6010020.

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Despite their significant environmental benefits, solar photovoltaic (PV) systems are susceptible to malfunctions and performance degradation. This paper addresses detecting and diagnosing faults from a dataset representing a 250 kW PV power plant with three types of faults. A comprehensive dataset analysis is conducted to improve the dataset quality and uncover intricate relationships between features and the target variable. By introducing novel feature importance averaging techniques, a two-phase fault detection and diagnosis framework employing tree-based models is proposed to identify fau
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Nguyen, Tra Ngoc, Tien Ho-Phuoc, Dat Thanh Nguyen, and Minh Nhu Mac. "Stock Return Prediction using Machine Learning-Based Techniques." Journal of Science and Technology: Issue on Information and Communications Technology 18, no. 12.2 (2020): 49. http://dx.doi.org/10.31130/ict-ud.2020.122.

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The paper attempts to forecast the intraday return of HNX index by using 3 machine learning models: Support Vector Machine, Random Forest, and Extra-Trees Classifier. Kernel principal component analysis is used for feature extraction and dimension reduction. The prediction performance is compared to the classic Logistic Regression’s. Our empirical results show that Extra-Trees Classifier has the highest prediction accuracy of about 55% which outperforms Logistic Regression by about 0.6%. Although both Extra-Trees Classifier and Random Forest (RF) are based on the same approach, the former alwa
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Peterson, D. L., S. S. Miller, and J. D. Whitney. "Harvesting Semidwarf Freestanding Apple Trees with an Over-the-row Mechanical Harvester." Journal of the American Society for Horticultural Science 119, no. 6 (1994): 1114–20. http://dx.doi.org/10.21273/jashs.119.6.1114.

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Three years of mechanical harvesting (shake and catch) trials with two freestanding apple (Malus domestica Borkh.) cultivars on a semidwarf rootstock (M.7a) and two training systems (central leader and open center) yielded 64% to 77% overall harvesting efficiency. Mechanically harvested `Bisbee Delicious' apples averaged 70% Extra Fancy and 10% Fancy grade, while two `Golden Delicious' strains (`Smoothee' and `Frazier Goldspur') averaged 40% Extra Fancy and 13% Fancy grade fruit. Mechanically harvesting fresh-market-quality apples from semidwarf freestanding trees was difficult and its potenti
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Alfian, Ganjar, Muhammad Syafrudin, Imam Fahrurrozi, et al. "Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method." Computers 11, no. 9 (2022): 136. http://dx.doi.org/10.3390/computers11090136.

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Developing a prediction model from risk factors can provide an efficient method to recognize breast cancer. Machine learning (ML) algorithms have been applied to increase the efficiency of diagnosis at the early stage. This paper studies a support vector machine (SVM) combined with an extremely randomized trees classifier (extra-trees) to provide a diagnosis of breast cancer at the early stage based on risk factors. The extra-trees classifier was used to remove irrelevant features, while SVM was utilized to diagnose the breast cancer status. A breast cancer dataset consisting of 116 subjects w
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Mahkya, Dani Al, Khairil Anwar Notodiputro, and Bagus Sartono. "EXTRA TREES METHOD FOR STOCK PRICE FORECASTING WITH ROLLING ORIGIN ACCURACY EVALUATION." MEDIA STATISTIKA 15, no. 1 (2022): 36–47. http://dx.doi.org/10.14710/medstat.15.1.36-47.

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Stock is an investment instrument that has risk in its management. One effort to minimize this risk is to model and make further forecasts of stock price movements. Time series data forecasting with autoregressive models is often found in several cases with the most popular approach being the ARIMA model. The tree-based method is one of the algorithms that can be used to forecast both in classification and regression. One ensemble approach to tree-based methods is Extra Trees. This study aims to forecast using the Extra Trees algorithm by evaluating forecasting accuracy with Rolling Forecast O
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Qiu, Jing, Xiaoxu Geng, and Guanglu Sun. "Compressed Firmware Classification Based on Extra Trees and Doc2Vec." Scientific Programming 2021 (December 22, 2021): 1–9. http://dx.doi.org/10.1155/2021/2666153.

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Firmware formats vary from vendor to vendor, making it difficult to track which vendor or device the firmware belongs to, or to identify the firmware used in an embedded device. Current firmware analysis tools mainly distinguish firmware by static signatures in the firmware binary code. However, the extraction of a signature often requires careful analysis by professionals to obtain it and requires a significant investment of time and effort. In this paper, we use Doc2Vec to extract and process the character information in firmware, combine the file size, file entropy, and the arithmetic mean
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Xiao, Zhentao, Tianyi Wang, Shuai Zhang, and Zhiqiang Cai. "Prostate cancer diagnosis using resampling technology and extra trees." IET Conference Proceedings 2024, no. 12 (2025): 196–204. https://doi.org/10.1049/icp.2024.3436.

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Dissertations / Theses on the topic "Extra trees"

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Esposito, Salsano Jasmine. "Nutraceutical properties of extra-virgin olive oils and leaves extracts from autochthonous tuscan olive trees." Doctoral thesis, Università di Siena, 2022. http://hdl.handle.net/11365/1190965.

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L’olio extravergine d’oliva (Extra-Virgin Olive Oil, EVOO) e l’estratto di foglie d’ulivo (Olive Leaves Extract, OLE) rappresentano un'importante fonte di composti nutraceutici, tra cui si annoverano composti a struttura fenolica e polifenolica come i fenil alcoli, gli acidi fenolici, i lignani, i flavoni, i flavonoli ed i secoiridoidi, una classe di composti esclusivi della famiglia delle Oleaceae. I secoiridoidi principalmente presenti nell’EVOO sono l’oleaceina e l’oleocantale, mentre nelle foglie si ritrova l’oleuropeina. Questi composti possiedono proprietà nutraceutiche, quali quelle ant
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Pisane, Jonathan. "Automatic target recognition using passive bistatic radar signals." Phd thesis, Supélec, 2013. http://tel.archives-ouvertes.fr/tel-00963601.

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We present the design, development, and test of three novel, distinct automatic target recognition (ATR) systems for the recognition of airplanes and, more specifically, non-cooperative airplanes, i.e. airplanes that do not provide information when interrogated, in the framework of passive bistatic radar systems. Passive bistatic radar systems use one or more illuminators of opportunity (already present in the field), with frequencies up to 1 GHz for the transmitter part of the systems considered here, and one or more receivers, deployed by the persons managing the system, and not co-located w
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Barber, Colleen Anne. "Determinants of extra-pair paternity in the socially monogamous tree swallow, Tachycineta bicolor." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/nq20549.pdf.

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ROLLAND, Loic. "Etalonnage des cameras de l'experience d'astronomie gamma H.E.S.S. et observations du Centre Galactique au-dela de 100 GeV." Phd thesis, Université Pierre et Marie Curie - Paris VI, 2005. http://tel.archives-ouvertes.fr/tel-00010019.

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L'experience H.E.S.S. (High Energy Stereoscopic System) est constiture de quatre imageurs Cherenkov atmospheriques dedies a l'observation de sources astrophysiques de l'hemisphere austral emettant des photons au-dela de 100 GeV. Cette these presente le fonctionnement de cet instrument ainsi que toute la chaine d'analyse associee. Les methodes d'etalonnage du systeme sont detaillees et les erreurs systematiques sur l'amplitude des images sont estimees. Ensuite, une methode d'analyse des donnees, basee sur un modele semi-analytique de developpement des gerbes electromagnetiques dans l'atmosphere
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Leclercq, Samuel. "Conception d'une caméra bolométrique pour la radioastronomie millimétrique à grand champ." Phd thesis, Université Joseph Fourier (Grenoble), 2004. http://tel.archives-ouvertes.fr/tel-00006692.

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Le sujet de ce travail est la conception d'une caméra bolométrique à bas niveau de bruit pouvant contenir jusqu'à un millier de pixels. Ce type d'architecture est proposé pour la réalisation d'une nouvelle génération d'instruments dédiés à l'astronomie millimétrique. La caméra offrira d'intéressantes perspectives pour la cosmologie et la physique galactique. Nous avons défini les spécifications de la chaîne optique et des détecteurs, pour une utilisation optimale du radiotélescope de 30m de l'IRAM. Nous avons ouvert la voie à la réalisation de matrices de bolomètres par des procédés de microfa
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Books on the topic "Extra trees"

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Trombley, Stephen. Sir Frederick Treves: The extra-ordinary Edwardian. Routledge, 1989.

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Pedersen, Tana L. The Family tree maker little book of answers: Tips, tools, and extras. Ancestry Pub., 2007.

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Pedersen, Tana L. The Family tree maker 2010 little book of answers: Tips, tools, and extras. Ancestry Pub., 2009.

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Pedersen, Tana L. The Family tree maker 2009 little book of answers: Tips, tools, and extras. Ancestry Pub., 2008.

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Lepeley, J. P. Christmas : Counting Christmas Trees 1 to 20. Bilingual Spanish-English. Bonus Chapter! : Navidad: Contando Árboles de Navidad 1 Al 20. Bilingüe Español-IngléS. Capítulo Extra! Independently Published, 2018.

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Publishing, Signpost. Celebration of Life: Memorial and Funeral Guest Book; with Name and Address Lines, Register Book, Sympathy Gift Log, Sign in Book, with Extra Blank Pages, Outdoor Water and Trees. Independently Published, 2019.

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Photo Album: Palm Trees Album, Large Photo Albums with Writing Space Memo, Extra Large Capacity Picture Album, Family, Baby, Wedding, Travel Photo Book, 120 Pages, Size 8. 5 X 11. Independently Published, 2021.

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Photo Album: Palm Trees Photo Album, Large Photo Albums with Writing Space Memo, Extra Large Capacity Picture Album, Family, Baby, Wedding, Travel Photo Book, 120 Pages, Size 8. 5 X 11. Independently Published, 2021.

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Photo Album: Palm Trees Photo Album, Large Photo Albums with Writing Space Memo, Extra Large Capacity Picture Album, Family, Baby, Wedding, Travel Photo Book, 120 Pages, Size 8. 5 X 11. Independently Published, 2021.

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Sonntag, Giovanni. Photo Album: Palm Trees Photo Album, Large Photo Albums with Writing Space Memo, Extra Large Capacity Picture Album, Family, Baby, Wedding, Travel Photo Book, 120 Pages, Size 8. 5 X 11. Independently Published, 2021.

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Book chapters on the topic "Extra trees"

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Berrouachedi, Abdelkader, Rakia Jaziri, and Gilles Bernard. "Deep Cascade of Extra Trees." In Lecture Notes in Computer Science. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-26142-9_11.

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Quicke, Donald L. J., Buntika A. Butcher, and Rachel A. Kruft Welton. "Phylogenies and trees." In Practical R for biologists: an introduction. CABI, 2021. http://dx.doi.org/10.1079/9781789245349.0023.

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Abstract Several packages have been developed to allow R-users to work with phylogenetic trees, something that most biologists will need to do at some point in their careers. The most basic is the ape package, which stands for Analysis of Phylogenetics and Evolution. This chapter gives some of the basics of handling 'trees' in R and show things that can be calculated with them. Phytools, another package with extra capabilities, are also introduced in this chapter. Insects are given as examples.
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Quicke, Donald L. J., Buntika A. Butcher, and Rachel A. Kruft Welton. "Phylogenies and trees." In Practical R for biologists: an introduction. CABI, 2021. http://dx.doi.org/10.1079/9781789245349.0275.

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Abstract Several packages have been developed to allow R-users to work with phylogenetic trees, something that most biologists will need to do at some point in their careers. The most basic is the ape package, which stands for Analysis of Phylogenetics and Evolution. This chapter gives some of the basics of handling 'trees' in R and show things that can be calculated with them. Phytools, another package with extra capabilities, are also introduced in this chapter. Insects are given as examples.
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Seidel, Raimund. "Maintaining Ideally Distributed Random Search Trees without Extra Space." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-642-03456-5_9.

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Chevez, Agustin. "Winds." In The Pilgrim’s Guide to the Workplace. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-4759-9_19.

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AbstractI experienced my fair share of days walking in severe, gusty wind. The weather alert on my phone warned me of peak gusts of over 90 km/h and when it did, I relied on my walking sticks to keep me upright. I also paid extra attention to potential falling branches and even entire trees – gum trees have notoriously shallow roots. Strong wind also made for noticeably longer, or shorter, walking days depending on the wind’s direction and it played a role in whether camping was hard or simply impossible.
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John, Vijay, Zheng Liu, Chunzhao Guo, Seiichi Mita, and Kiyosumi Kidono. "Real-Time Lane Estimation Using Deep Features and Extra Trees Regression." In Image and Video Technology. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-29451-3_57.

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Sanmorino, Ahmad, Luis Marnisah, and Hastha Sunardi. "Feature Selection Using Extra Trees Classifier for Research Productivity Framework in Indonesia." In Lecture Notes in Electrical Engineering. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-0248-4_2.

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Keerthi Latha, C. V., and M. Kezia Joseph. "Enhancing Depression Detection Using EEG Signals Through Adaptive Feature Weighting in Extra Trees Classifier." In Smart Innovation, Systems and Technologies. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-0147-9_47.

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Nokairi, Wafia, Nabil Bouayad Amine, and Soukaina El Amine. "Application of Machine Learning Tools in Bankruptcy Prediction: A Comparative Study Between Extra Trees Classifier and Logistic Regression." In Lecture Notes in Networks and Systems. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-70411-6_23.

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Laurent, Théo, Meven Lennon-Bertrand, and Kenji Maillard. "Definitional Functoriality for Dependent (Sub)Types." In Programming Languages and Systems. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-57262-3_13.

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AbstractDependently typed proof assistant rely crucially on definitional equality, which relates types and terms that are automatically identified in the underlying type theory. This paper extends type theory with definitional functor laws, equations satisfied propositionally by a large class of container-like type constructors $$F : {\text {Type}}\rightarrow {\text {Type}}$$ F : Type → Type , equipped with a $$\textrm{map}_{F} {{\,\mathrm{:}\,}}(A \rightarrow B) \rightarrow F\,A \rightarrow F\,B$$ map F : ( A → B ) → F A → F B , such as lists or trees. Promoting these equations to definitiona
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Conference papers on the topic "Extra trees"

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Berrouachedi, Abdelkader, Rakia Jaziri, and Gilles Bernard. "Enhancing Multi-Label Classification Through Deep Extra-Trees and Transformation Techniques." In 2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA). IEEE, 2024. https://doi.org/10.1109/aiccsa63423.2024.10912617.

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Hidayat, Syauqi Khosyi, Kharisma Wiati Gusti, Iin Ernawati, Bambang Saras Yulistiawan, Sarika Afrizal, and Tri Rahayu. "Prediction of Frozen Food Sales Using Extra Trees Algorithm at Tjoean.Id Store." In 2024 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS). IEEE, 2024. https://doi.org/10.1109/icimcis63449.2024.10956184.

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Lynh, Duong Huyen, and Tran Hai Nam. "Empowering Die Selection in V-Bending: Insights from Decision Tree Algorithms." In 2024 International Conference on Machining, Materials and Mechanical Technologies. Trans Tech Publications Ltd, 2025. https://doi.org/10.4028/p-epv4bq.

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This study presents the application of tree-based algorithms to predict springback in the V-bending process of sheet metals, particularly for SUS304 material. V-bending, a critical process in metal forming, often faces challenges due to springback, which affects dimensional accuracy and product quality. Using virtual experiments conducted via ANSYS software, the study evaluates the influence of variables such as die angle, die radius, material thickness, and punch displacement on springback. Four tree-based algorithms—Decision Trees, Random Forest, Gradient Boosting Machines (GBM), and Extra T
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Malviya, Lokesh, Ramraj Dangi, Akshay Jadhav, and Jaydeep Kishore. "Optimization-Based Hyperparameter Tuning Using Extra Trees to Classify Type-2-Diabetes Mellitus." In 2025 International Conference on Computational, Communication and Information Technology (ICCCIT). IEEE, 2025. https://doi.org/10.1109/icccit62592.2025.10928114.

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Bhardwaj, Arya, Bala Chakravarthy N., R. Pradeep Kumar, Kunal Pal, and J. Sivaraman. "Atrial Repolarization Wave Features for Enhanced Heart Rhythm Classification Using Extra-Trees Model." In 2024 4th International Conference on Computer, Communication, Control & Information Technology (C3IT). IEEE, 2024. https://doi.org/10.1109/c3it60531.2024.10829423.

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Ezhilvani, G., and G. Thailambal. "A Novel Approach to Predict Cardiovascular Disease with Extra Trees Classifiers and Particle Swarm Optimization." In 2024 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA). IEEE, 2024. https://doi.org/10.1109/iceca63461.2024.10801019.

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Chitteti, Chengamma, Tanguturi Sai Divya Sree, K. Reddy Madhavi, Pikkili Pooja, Sannapaneni Jayanth, and Middi Harshavardhan Reddy. "Phishing URLs Using Machine Learning Hybrid Stacking Classifier Approach with XGBoost, Random Forest and Extra Trees." In 2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS). IEEE, 2024. http://dx.doi.org/10.1109/iciteics61368.2024.10624954.

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Adnan Khan, Lodhi Muhammad, and Ranjitha U N. "Enhancing Cardiovascular Disease Prediction through Optimization Algorithms: A Comparative Study of Extra Trees Classifier and XGBoost Models." In 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC). IEEE, 2024. https://doi.org/10.1109/icicec62498.2024.10808644.

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Phanbua, Pornthep, Sujitra Arwatchananukul, and Punnarumol Temdee. "Classification Model of Dementia and Heart Failure in Older Adults Using Extra Trees and Oversampling-Based Technique." In 2025 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON). IEEE, 2025. https://doi.org/10.1109/ectidamtncon64748.2025.10962096.

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Hossain, Md Alamgir, Sadman Saif, and Md Saiful Islam. "Interpretable Machine Learning for IoT Security: Feature Selection and Explainability in Botnet Intrusion Detection using Extra Trees Classifier." In 2024 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR). IEEE, 2024. https://doi.org/10.1109/iciestr60916.2024.10798158.

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Reports on the topic "Extra trees"

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Keto, Aila, and Keith Scott. Impacts of intensive native forest logging on the endangered Greater Glider in Queensland: A response to Eco Logical Australia Risk Assessment and Department of Agriculture and Fisheries Protection Measures. Australian Rainforest Conservation Society Inc, 2024. http://dx.doi.org/10.62974/bxpw2062.

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It is clear that selective logging has a significant impact on the Greater Glider. Whereas the Protection Measures proposed by the Department of Agriculture and Fisheries (DAF) may produce a small decrease in the impact, DAF is proposing to continue significantly impacting this endangered species. The application of a policy to balance jobs and the environment is inappropriate for an endangered species. The overall approach of the risk assessment and DAF’s response does not appear to take account of the fact that the Greater Glider is already endangered and in serious decline. The risk assessm
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Perkins, Dustin. Invasive exotic plant monitoring at Colorado National Monument: 2019 field season. Edited by Alice Wondrak Biel. National Park Service, 2021. http://dx.doi.org/10.36967/nrr-2286650.

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Invasive exotic plant (IEP) species are a significant threat to natural ecosystem integrity and biodiversity, and controlling them is a high priority for the National Park Service. The North-ern Colorado Plateau Network (NCPN) selected the early detection of IEPs as one of 11 monitoring protocols to be implemented as part of its long-term monitoring program. This report represents work completed at Colorado National Monument during 2019. During monitoring conducted June 12–19, a total of 20 IEP species were detected on monitoring routes and transects. Of these, 12 were priority species that ac
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Grafe, Fernando. ¿Es efectiva la defensa jurídica del Estado?: Perspectivas sobre la gestión del riesgo fiscal en América Latina. Inter-American Development Bank, 2014. http://dx.doi.org/10.18235/0007164.

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La gestión de la defensa jurídica del Estado está siendo de manera insistente el centro de atención en varios países latinoamericanos, debido a sus importantes implicaciones tanto jurídicas como fiscales. Este documento hace una revisión de algunas de las actuales agencias de defensa jurídica en la región que en su mayoría tienen su origen en la preocupación de los Estados por los riesgos patrimoniales que pudieran derivarse de sentencias contrarias a los intereses públicos en los tribunales. En la región existe una gran diversidad en los distintos modelos organizacionales que se han ensayado
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