Advancement of Science and Technology

Part I- AI, Machine Learning and its Applications. .- Chapter 1. Cervical cancer histopathological image classification using imbalanced domain learning.- Chapter 2. Prediction of Survival Status of Heart Failure Patients Using Machine Learning and Hyper-Parameter Optimi-zation Techniques.- Chapter 3. Breast Cancer Stage Identification Using Machine Learning.- Chapter 4. Deep Learning-Based Emotion Classification for Amharic Texts.- Chapter 5. Bilingual Word-Level Language Identification for Omotic Languages.- Chapter 6. ChatGPT in Education: Opportunities and Concerns for Functional English Sentence Structure Analysis for Automatic Question Generation.- Chapter 7. Artificial Intelligence Based Secured Smart Mirror Control Systems with Enhanced Vehicle and Sign Board Detection.- Chapter 8. Music Genre Classification Using Deep Neural Network with Feature Selection and Optimization Via Evolutionary Algorithm .- Chapter 9. Collaborative Filtering-Based Recommender System for Ethiopian Tourism Sites.- Chapter 10. Prediction of Compaction Parameters Based on Atterberg Limit by Using a Machine Learning Approach.- Chapter 11. Prediction of Fatigue Life of Materials Using Machine Learning Approach: A Review.- Part II- Industrial automation and control systems. .- Chapter 12. Adaptive Particle Swarm Optimization-Based Tuning of Fractional Order PID for Moisture Control in an Indus-trial Rotary Dryer System.- Chapter 13. TRAJECTORY TRACKING CONTROL OF THREE-DEGREE-OF-FREEDOM ARTICULATED ROBOT MANIPULATOR USING NEURAL NETWORK CONTROLLER.- Chapter 14. MODELING AND TRAJECTORY TRACKING CONTROLLER DESIGN FOR NONHOLONOMIC WHEELED MOBILE ROBOTS.- Part III-  Networking and communication systems . .- Chapter 15. ABF and PBF Optimization for IRS based WCS with practical phase shifts.- Chapter 16. Bi LSTM Based on Indoor Localization by using Smartphones and Wi-Fi with RSSI Values.- Chapter 17. Ethiopic Cryptography: An Efficient Hybrid Encryption Algorithm for Reducing Cyber Security Attack.- Chapter 18. Dual Channel MEMS Actuated Tunable Optical Filter Based on Polarization Insensitive Compound Ring Resonator for DWDM Networks.- Part IV- Electrical power systems and automation. .- Chapter 19. Voltage Profile Improvement and Loss Minimization in a Transmission Line Using FLC Based UPFC at Bahir Dar Substation-II 230 kV Line.- Chapter 20. Simulation of a 100 MW grid-connected solar power plant and MPPT control using the PSO-P&O technique.- Chapter 21. Development of a Household Synthetic Load Profile for Rural Electrification.- Chapter 22. Optimal Sizing and Feasibility Study of Micro grid System for Rural Area in Gashamo Village, Somali Region of Ethiopia.- Chapter 23. Design and Simulation of SCADA System to Improve Reliability of a Distribution Feeder (Case Study on Bahir Dar, Feeder R6-G2).