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Browsing Articles by Subject "Pattern classification"

Browsing Articles by Subject "Pattern classification"

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  • Machine Learning Applied to Kidney Disease Prediction 
    Rabby, A.K.M. Shahariar Azad; Mamata, Rezwana; Laboni, Monira Akter; Ohidujjaman; Abujar, Sheikh (10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, IEEE, 2019-12-30)
    Machine learning has earned a remarkable position in healthcare sector because of its capability to enhance the disease prediction in healthcare sector. Artificial intelligence and Machine learning techniques are being ...
  • Pharmacovigilance Study of Opioid Drugs on Twitter and PubMed Using Artificial Intelligence 
    Rifat, Md Jamiur Rahman; Noori, Sheak Rashed Haider; Hasan, Md Rashedul (2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2019-12-30)
    Increased usage and under reporting of adverse drug reactions (ADRs) of opioids instigates us to explore some other data sources like Twitter and PubMed. Our paper aims at discovering illegal trafficking of opioids as well ...
  • 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 ...
  • Revisiting the Class Imbalance Issue in Software Defect Prediction 
    Sohan, Md. Fahimuzzman; Kabir, Md Alamgir; Jabiullah, Md. Ismail; Rahman, Sheikh Shah Mohammad Motiur (2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019, IEEE, 2019-04-04)
    Software defect prediction is related to the testing area of software industry. Several methods have been developed for the prediction of bugs in software source codes. The objective of this study is to find the inconsistency ...
  • Selectively Oversampling Difficult Positive Samples from Imbalanced Data for Preprocessing 
    Mahin, Md.; Rukhsara, Lamia; Kabir, Md. Yasin; Rahman, H M Mostafizur; Islam, Md Jahidul; Khatun, Ayesha; Kabir, Sumaiya (22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)
    Oversampling is a procedure traditionally has been applied to train machine learning classifiers for a better performance in presence of class imbalance. This work suggests a new insight for oversampling imbalanced data. ...
  • Using Social Networks to Detect Malicious Bangla Text Content 
    Islam, Tanvirul; Latif, Subhenur; Ahmed, Nadim (1st International Conference on Advances in Science, Engineering and Robotics Technology 2019, ICASERT 2019, IEEE, 2019-12-19)
    Digital technology has accelerated social networking and brought revolutionary changes. Twitter Facebook and YouTube are the most familiar platforms for social communication, marketing and information distribution. Unhappily, ...

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