Results 91 to 100 of about 18,911 (296)

Regeneration failure, fire, topography, and climate interact to drive temperate wet forest landscapes into fire traps

Ecography, EarlyView.
Where early successional forests are more flammable than old‐growth forests, forested landscapes are vulnerable to shifting into ‘fire traps' through positive feedbacks, where fire leads to more fire. These feedbacks are amplified by increased flammability driven by climate change, the presence of non‐native flammable plant species, and slowed ...
George L. W. Perry, Craig E. Simpkins, Kiri Reihana, James M. R. Brock, Peter J. Bellingham   +4 more
wiley   +1 more source

IMPROVING PERFORMANCE FOR IMBALANCED DATA CLASSIFICATION USING OVERSAMPLING AND CHARACTERISTICS OF EACH CLUSTER

Tạp chí Khoa học
This paper proposes a method to enhance the effectiveness of classifying imbalanced data. The main contribution of the method is integrating the K-means clustering algorithm and the minority oversampling technique VCIR to generate synthetic samples that ...
Phan Anh Phong, Le Van Thanh
doaj   +1 more source

When Policy Is the Hazard: Institutional Legitimacy and Climate Risk Attribution Among Farmers in Water Stressed California

Environmental Policy and Governance, EarlyView.
ABSTRACT This study examines how farmers perceive and respond to climate policy risk in the context of drought and argues that understanding such responses is as important as understanding farmer reactions to the biophysical impacts of climate change.
M. Anne Visser, Jordan Pantano, Grace Kumetat, Julia Marhenke   +3 more
wiley   +1 more source

A translational multimodal machine‐learning prototype predicting valproate response in epilepsy treatment

Epilepsia, EarlyView.
Abstract Objective Epilepsy affects ~1% of the global population and often requires lifelong antiseizure medication (ASM) therapy. Valproic acid (VPA) is a commonly prescribed first‐line ASM, yet only approximately half of patients achieve sustained seizure freedom. Treatment selection remains largely empirical.
Simeon Platte, Afsheen Kumar, Giorgia Guerini, Massimo Pandolfo, Denise Haslinger, Colin B. Josephson, Guillermo Delgado‐García, Navprabhjot Kaur, Michaela‐Pauline Lux, Heiko Stempfle, Chantal Depondt, Reetta Kälviäinen, Felix Rosenow, Sophie von Brauchitsch, Karl Martin Klein, Andreas G. Chiocchetti   +15 more
wiley   +1 more source

SMOTE Variants for Imbalanced Binary Classification: Heart Disease Prediction [PDF]

, 2020
Class imbalance is prevalent in many medical diagnosis problems, where the number of patients suffering from a particular disease is much smaller than the number of healthy people in the population.
Zheng, Xiaoru
core  

Identifying Faults in Power Transformers Based on Machine‐Learning Algorithms Compared With Other Techniques

Energy Science &Engineering, EarlyView.
General framework of ensemble learning technique for transformer fault diagnostics compared with traditional dissolved gas analysis methods. ABSTRACT This paper implemented a comprehensive variety of modern machine‐learning techniques, which were demonstrated to be effective in handling complex tabular data, generating accurate predictions, and ...
Osama E. Gouda, Nourhan Ramadan, Matti Lehtonen, Mohamed M. F. Darwish   +3 more
wiley   +1 more source

Local Structures of Se and Br in Cretaceous–Paleogene Boundary Sediments and Concentration Effects of Ferrihydrite Originating From Impact Ejecta

Geological Journal, EarlyView.
Chemical states of Se and Br atoms in the KPg boundary sediments from Stevns Klint were studied using XAFS spectroscopy. The high concentrations of Se4+ could become an index of the degree to which the global environment was soiled with dust and ash derived from impact ejecta or volcanic eruptions.
Kei‐ichiro Murai, Akira Yoshiasa, Ginga Kitahara, Makoto Tokuda, Satoko Ishimaru, Toshihiro Moriga   +5 more
wiley   +1 more source

The Cancer Immunotherapy Thromboembolism Assessment: A Novel Score for Predicting Thromboembolic Events in Melanoma Patients Treated With Immune Checkpoint Inhibition

International Journal of Cancer, EarlyView.
Although immune checkpoint inhibitors (ICI) have transformed metastatic melanoma treatment, thromboembolic events (TEEs) remain a serious complication. Moreover, existing risk assessment models were developed prior to ICI use and lack clinical validation.
Tim Zell, Julian Kött, Noah Zimmermann, Greta Ancker, Alexander T. Bauer, Daniel J. Smit, Glenn Geidel, Julian C. Gerwers, Thomas Renné, Sebastian A. Wohlfeil, Jochen Utikal, Stefan W. Schneider, Christoffer Gebhardt   +12 more
wiley   +1 more source

Distinct Longitudinal Contributions of Social Anxiety and Self‐Consciousness to Interpersonal Dysfunction

Journal of Clinical Psychology, EarlyView.
ABSTRACT We examined whether social anxiety (SA) and self‐consciousness (SC) predicted unique variance in functioning among young adults with internalizing symptoms. We hypothesized that each would independently predict poorer interpersonal functioning and quality of life cross‐sectionally and over 12 months.
Joseph Maffly‐Kipp, Kaitlyn Nagel, Jay C. Fournier   +2 more
wiley   +1 more source

Komparasi Algoritma Naïve Bayes dan Support Vector Machine (SVM) pada Analisis Sentimen Capcut

Capcut adalah platform pengeditan video yang dapat digunakan pada smartphone Android, PC, dan browser. Dengan fitur-fiturnya yang inovatif dan kreatif, Capcut terus berupaya untuk meningkatkan kualitas layanannya melalui update berkala.
Zai, Charles, Isnain, Auliya Rahman
core   +1 more source