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Browsing by Author "Marouf, Ahmed Al"

Browsing by Author "Marouf, Ahmed Al"

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  • Bangla Abusive Language Detection Using Machine Learning on Radio Message Gateway 
    Ritu, Sumaiya Salim; Mondal, Joysurya; Mia, Md. Moinu; Marouf, Ahmed Al (2021 6th International Conference on Communication and Electronics Systems (ICCES), IEEE, 2021-08-02)
    In the era of modern technology, machine learning and natural language processing has been adopted to be applied in several application areas. Natural language processing consists of diversified techniques such as text ...
  • BanglaMusicStylo: A Stylometric Dataset of Bangla Music Lyrics 
    Hossain, Rafayet; Marouf, Ahmed Al (IEEE, 2018-12-03)
    With the rapid growth of Bangla music industry huge volume of Bangla songs are produced every day. Immense number of producers, lyricists, singers and artists are involved in production of songs from different genres. Among ...
  • Comparative Analysis of Feature Selection Algorithms for Computational Personality Prediction from Social Media 
    Marouf, Ahmed Al; Mahmud, Hasan; Hasan, Md. Kamrul (IEEE Transactions on Computational Social Systems, IEEE, 2020-02-19)
    With the rapid growth of social media, users are getting involved in virtual socialism, generating a huge volume of textual and image contents. Considering the contents such as status updates/tweets and shared posts/retweets, ...
  • A Computer Vision System for Bangladeshi Local Mango Breed Detection using Convolutional Neural Network (CNN) Models 
    Haque, A.S. M. Farhan Al; Rahman, Md. Riazur; Marouf, Ahmed Al; Khan, Md. Abbas Ali (Scopus, 2020)
    Magnifera Indica, traditionally known as mango, is a drupe found around the world in over 500 species. India has produced 19.5 million metric tons of mango in 2017. In Bangladesh, mango has been referred as the national ...
  • Identifying Neuroticism from User Generated Content of Social Media Based on Psycholinguistic Cues 
    Marouf, Ahmed Al; Hasan, Md. Kamrul; Mahmud, Hasan (2nd International Conference on Electrical, Computer and Communication Engineering, IEEE, 2019-02-09)
    Social media has become a huge repository of textual data and images as each of the users' are creating posts, sharing views or news, capturing the moments via photos etc. Sharing or posting statuses/tweets could be ...
  • Leveraging Sensor Fusion and Sensor-Body Position for Activity Recognition for Wearable Mobile Technologies 
    Alam, Ashraful; Das, Anik; Tasjid, Shahriar; Marouf, Ahmed Al (Scopus, 2021)
    —Smart devices like smartphones and smartwatches have made this world smarter. These wearable devices are created through complex research methodologies to make them more usable and interactive with its user. Various ...
  • Leveraging Smartphone Sensors for Detecting Abnormal Gait for Smart Wearable Mobile Technologies 
    Tasjid, Md Shahriar; Marouf, Ahmed Al (Scopus, 2021)
    Walking is one of the most common modes of terrestrial locomotion for humans. Walking is essential for humans to perform most kinds of daily activities. When a person walks, there is a pattern in it, and it is known as ...
  • Looking Behind the Mask 
    Marouf, Ahmed Al; Ajwad, Rasif; Ashrafi, Adnan Ferdous (2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019, IEEE, 2019-04-04)
    With the facilities of social media platforms like Facebook, Twitter, Google+, YouTube etc. people are capable of expressing their views & news, sharing moments via photos, liking, commenting and sharing others posts. The ...
  • Lyricist Identification Using Stylometric Features Utilizing BanglaMusicStylo Dataset 
    Marouf, Ahmed Al; Hossian, Rafayet (2019 International Conference on Bangla Speech and Language Processing, ICBSLP 2019, IEEE, 2020-05-13)
    This paper presents a profile-based approach utilizing supervised learning methods to identify the lyricist of Bangla songs written by two legendary poets & novelist Kazi Nazrul Islam and Rabindranath Tagore. The problem ...
  • Mango Species Detection from Raw Leaves Using Image Processing System 
    Hena, Most. Hasna; Sheikh, Md. Helal; Reza, Md. Shamim; Marouf, Ahmed Al (Springer, 2021)
    Mango is the national tree of Bangladesh which is one of the most popular fruits here during the hot summer enriching the highest quality of nutrition. Various species of mango cover the fruit market making the summer ...
  • MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data 
    Hasib, Khan Md.; Azam, Sami; Karim, Asif; Marouf, Ahmed Al; Shamrat, F M Javed Mehedi; Montaha, Sidratul; Yeo, Kheng Cher; Jonkman, Mirjam (IEEE, 2023-08-29)
    "Searching, retrieving, and arranging text in ever-larger document collections necessitate more efficient information processing algorithms. Document categorization is a crucial component of various information ...
  • An Overall Workflow of Deep Learning in Modern Technology 
    Khan, Thaharim; Rabbani, Masud; Siddiquee, Shah Md. Tanvir; Marouf, Ahmed Al (International Journal of Innovative Technology and Exploring Engineering, 2019-06)
    Modern technology blessed us with many amenities. Those invention of modern science has lessened our workload with many others flexibility. Modern technology has been growing up significantly after the implementation of ...
  • Performance Evaluation of Traditional Classifiers on Prediction of Credit Recovery 
    Pradhan, Mohammad Rajib; Akter, Sima; Marouf, Ahmed Al (Scopus, 2020)
    In the era of Big Data, machine learning is an emerging technique to analyze the large volume of data and is used to make critical business decisions. It is broadly used in different area such as medical, telecom, social ...
  • Predicting and Staging Chronic Kidney Disease of Diabetes (Type-2) Patient Using Machine Learning Algorithms 
    Basak, Setu; Alam, Md. Mahbub; Rakshit, Aniruddha; Marouf, Ahmed Al; Majumder, Anup (International Journal of Innovative Technology and Exploring Engineering, Blue Eyes Intelligence Engineering & Sciences Publication, 2019-10-02)
    Mortality because of unending kidney disease increments essentially in recent years. Nowadays, about 422 million patients are suffering from diabetes among them around 30 percent of patients with Type 1 (adolescent beginning) ...
  • Real-time Bangladeshi Currency Detection System for Visually Impaired Person 
    Sarker, Md. Ferdousur Rahman; Raju, Md. Israfil Mahmud; Marouf, Ahmed Al; Hafiz, Rubaiya; Hossain, Syed Akhter; Protik, Munim Hossain Khandker (2019 International Conference on Bangla Speech and Language Processing, ICBSLP 2019, IEEE, 2020-05-13)
    This paper presents a real-time Bangladeshi currency detection system for visually impaired persons. The proposed system exploits the image processing algorithms to facilitate the visually impaired people to prosperously ...
  • Recognizing Hand-based Actions based on Hip-Joint centered Features using KINECT 
    Marouf, Ahmed Al; Sarker, Md. Ferdousur Rahman; Siddiquee, Shah Md. Tanvir (IEEE, 2018-07-19)
    Microsoft Kinect provides skeletal joints to extract different features which can be applied to identify different actions performed by subjects. As human moves, skeletal joints contribute to the movements and human actions ...
  • Recognizing Language and Emotional Tone from Music Lyrics Using IBM Watson Tone Analyzer 
    Marouf, Ahmed Al; Hossain, Rafayet; Sarker, Md. Rahmatul Kabir Rasel; Pandey, Bishwajeet; Siddiquee, Shah Md. Tanvir (Proceedings of 2019 3rd IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2023, IEEE, 2019-10-17)
    Music has a soothing impact on listener's mood and emotional states. Apart from the rhythm, sequence, instrumental effects on a song, lyrics could be considered as the most vital element. Lyricists' mood and affection ...
  • Recommendation Approach of English Songs Title Based on Latent Dirichlet Allocation Applied on Lyrics 
    Hossain, Rafayet; Sarker, Md. Rahmatul Kabir Rasel; Mimo, Mehejabin; Marouf, Ahmed Al; Pandey, Bishwajeet (Proceedings of 2019 3rd IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2019, IEEE, 2019-10-17)
    The significance of music has evolved due to the vast diversity of entertainment industry. Songs are the widely used entertainment segment that can influence directly to the heart of the listeners. Choosing a suitable title ...
  • Secret Life of Conjunctions 
    Marouf, Ahmed Al; Hasan, Md. Kamrul; Mahmud, Hasan (Scopus, 2020)
    Large amount of textual, visual, and audio data are generating in social networking sites by the users nowadays. Social media users are generating these data in high increasing rate than any other time. Status updates/tweets, ...
  • Sentiment Analysis From Depression-related User-generated Contents from Social Media 
    Saha, Ananna; Marouf, Ahmed Al; Hossain, Rafayet (2021 8th International Conference on Computer and Communication Engineering (ICCCE), IEEE, 2021-07-01)
    In this paper, we try to detect the sentiment levels such as positive, negative and neutral sentiments from depression related posts and comments generated in social media platforms. Social media platforms such as Facebook, ...

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