1. Laboratory Earthquake Prediction using Deep Learning Open Access Author: Girkar, Vrushali Sanjay Title: Laboratory Earthquake Prediction using Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: Machine LearningDeep LearningEarthquake PredictionTime-Series PredictionSupervised Regression ProblemAutomatic Feature Extraction File: Download Vrushali_Thesis.pdf Committee Members: Chitaranjan Das, Program Head/ChairDaniel Kifer, Thesis Advisor/Co-AdvisorC Lee Giles, Committee MemberParisa Shokouhi, Committee Member
2. Ultrasound image classification and segmentation using deep learning applications Restricted (Penn State Only) Author: Mohammad, Umar Farooq Title: Ultrasound image classification and segmentation using deep learning applications Graduate Program: Computer Science and Engineering (MS) Keywords: Deep LearningMedical Image SegmentationMedical Image Classification File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairMohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorWilliam Evan Higgins, Committee Member
3. Action classification for videos in sports Open Access Author: Dasari, Chandu Title: Action classification for videos in sports Graduate Program: Computer Science and Engineering (MS) Keywords: Computer VisionSports AnalyticsHuman Pose EstimationOpen PoseYoloV5Machine LearningDeep Learning File: Download Thesis_Chandu_Dasari.pdf Committee Members: Chitaranjan Das, Program Head/ChairMahanth Gowda, Thesis Advisor/Co-AdvisorMahmut Taylan Kandemir, Thesis Advisor/Co-AdvisorBhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor
4. Story Generation Using Intermediate Plot Representation Open Access Author: Karanam, Kavya Laalasa Title: Story Generation Using Intermediate Plot Representation Graduate Program: Computer Science and Engineering (MS) Keywords: Story Summary Block GenerationNatural Language ProcessingDeep LearningStoryline Planning File: Download Karanam_KavyaLaalasa_Thesis_2021.pdf Committee Members: Chitaranjan Das, Program Head/ChairC Lee Giles, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberTing-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor