TY - BOOK AU - Shaiza Hassan (51885) TI - Predicting driver emotion to reduce accidents using CNN-LSTM and DCGAN U1 - 005.8 PY - 2024/// CY - Islamabad PB - (unpublished) KW - Data sciences KW - Driver assistance systems KW - Road safety KW - Human error KW - Preventive measures KW - Economic benifits KW - RISE N1 - Submitted in the fulfillment of the requirements for the degree of Master of Science in Data Science to the Faculty of Computing; Thesis supervisor: Dr. Adeel Zafar Co- Supervisor: Dr. Atta Ur Rahman ; Includes bibliographical references; Thesis (MS)--Riphah International University, 2024 ER -