Browsing by Author "Dofadar, Dibyo Fabian"

Now showing items 1-7 of 7

    • Automated selection of optimal cricket team using machine learning 

      Mollah, Mohammad Shariful Alam; Niloy, Dipjyoty Biswas; Ruhani, Hasnat Khalid; Chowdhury, Azmain Azam; Tasnin, Risha (BRAC University, 2024)
      The process of selecting the best 11 players for a cricket team is a complex and critical task that requires considering various factors such as individual player performance, team dynamics, and match conditions. Traditional ...

    • Brain tumor detection with convolutional neural network 

      Galib, Abrar Tahmid; Taposh, Maruf Hasan; Nazim, Annas Mohd. (Brac University, 2023-09)
      The brain is the command center of our nervous system, which enables thoughts, memories, movements, and emotions. In other words, it is the most important organ in the human body. The human brain is very vulnerable to ...

    • A comparative analysis on solving university departmental course allocation problem using AI optimization algorithms 

      Hasan, Shafqat; Dofadar, Dibyo Fabian; Khan, Riyo Hayat; Taj, Towshik Anam (Brac University, 2021-01)
      This paper discusses about various types of constraints, regulations, difficulties and solutions to overcome the challenges regarding university departmental course allocation problem. A CSP solver algorithm, Genetic ...

    • A deep learning approach for automated classification of Corneal Ulcers 

      Barua, Sumit; Saha, Samit; Bulbuli, Jannatul; Rahman, Akib; Fuad, Md.Ibna Salam (Brac University, 2023-09-25)
      Eye Corneal Ulcer(ECU) has been demonstrated to be the second most common cause of treatable blindness worldwide, after cataracts. It is an extremely prevalent ophthalmic ailment and can cause severe visual impairment ...

    • Enhancing eye disease classification through synergistic deep learning approaches 

      Rahaman, Asif; Mahamud, Shifat; Akter, Shanjida; Saha, Dipro; Fahad (Brac University, 2023-09)
      The number of people living with blindness is about 43 million people and 295 million people are living with moderate-to-severe visual impairment. The leading causes of most blindness are macular degeneration, diabetic ...

    • Smart detection and classification of fungal disease in rice plants using image processing techniques 

      Rashed, Akib; Ifraj, Sabista; Toa, Mashfia Zaman (Brac University, 2024-05)
      One of the most crucial staple crops, rice (Oryza Sativa), feeds a significant percentage of the world’s population. However, fungal infections, which may significantly reduce yields and affect global food security, ...

    • Vehicle detection and identification of free slots in a garage 

      Das, Soumitra; Chishty, Shoabur Rahman (BRAC University, 2024-10)
      The illegal or improper parking of vehicles interferes with the flow of traffic, and represents a potential hazard to both pedestrians and drivers, worldwide. Parking in unsuitable locations can also cause damage to the ...