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Machine Learning Classification of Fossilized Pectinodon bakkeri Teeth Images: Insights into Troodontid Theropod Dinosaur Morphology
No full textAlthough the manual classification of microfossils is possible, it can become burdensome. Machine learning offers an alternative that allows for automatic classification. Our contribution is to use machine learning to develop an automated approach for classifying images of Pectinodon bakkeri teeth. This can be expanded for use with many other species. Our approach is composed of two steps. First, PCA and K-means were applied to a numerical dataset with 459 samples collected at the Hanson Ranch Bonebed in eastern Wyoming, containing the following features: crown height, fore-aft basal length, basal width, anterior denticles, and posterior denticles per millimeter. The results obtained in this step were used to automatically organize the P. bakkeri images from two out of three clusters generated. Finally, the tooth images were used to train a convolutional neural network with two classes. The model has an accuracy of 71%, a precision of 71%, a recall of 70.5%, and an F1-score of 70.5%
Southern Adventist University Commencement Program Summer 2025
Full text linkProgram for Southern Adventist University Summer 2025 graduation. The commencement service took place on August 22, 2025 at 10 am in Iles Physical Education Center.https://knowledge.e.southern.edu/commencementprograms/1061/thumbnail.jp
McKee Library Annual Report 2024-2025
Full text linkThe 2024-2025 Annual Report includes library utilization, information on the ongoing strategic plan, Campus Research Day, and statistics on the Writing Center and Tutoring Center.https://knowledge.e.southern.edu/library_annualrep/1015/thumbnail.jp
Life For God
Full text link“Son, you are always with me and all that is mine is yours.” Luke 15:31, ESV
The Kingdom is Yours
No full text“Blessed are the poor in spirit, for theirs is the kingdom of heaven,” Matthew 5:3, ESV
Southern Adventist University Adult Degree Completion Catalog 2024-2025
No full textSouthern Adventist University\u27s adult degree completion catalog for the academic year 2024-2025.https://knowledge.e.southern.edu/adc_catalog/1003/thumbnail.jp
Triangles 1
No full textAcrylic painting displayed on the 1st floor of McKee Library during the Winter 2025 semester.https://knowledge.e.southern.edu/menzmer_w2025/1001/thumbnail.jp
McKee Minute February 2025
Full text linkThe February 2025 edition of McKee Minute includes information on Campus Research Day Proposals, the library\u27s Valentine’s card craft, accessing The New York Times, and Black History Month
The Hiding Place
Full text link“You are my hiding place; you will protect me from trouble and surround me with songs of deliverance.” (Psalm 32:7
McKee Minute August 2025
Full text linkThe August 2025 edition of McKee Minute includes information on library services for faculty and students, National Parks Month, SmartStart Hours, and the Asian Life in America database