IJCACI 2020, Daffodil International University, 20-21 November 2020

List of Accepted Papers

Paper ID

Authors and Paper Title

12

Sajib Biswas and Md. Monowar Hossain. Fully Blind Data Hiding by Embedding within DNA Sequences Using Various Ciphering and Generic Complimentary Base Substitution

15

Rajshekar Hiremath, Manish Mahajan, Komal Malshikare and Radhika Kulkarni. A Smart App for Pothole Detection Using Yolo Model

19

Nishat Ara Tania, Md.Mosabberul Islam, Jannatul Ferdoush and A S M Touhidul Hasan. A Real-Time Health Monitoring System with Wearables and Ensemble Learning

26

Md. Rahat Khan, A. S. M. Shafi and Mohammad Motiur Rahman. Statistical Texture Features Based Automatic De-tection and Classification of Diabetic Retinopathy

29

Mohammad N. Murshed, Moajjem Hossain Chowdhury, Md. Nazmul Islam Shuzan and M. Monir Uddin. Towards an improved Eigensystem Realization Algorithm for low-error guarantees

37

Aishwariya Dutta, Md. Kamrul Hasan and Mohiuddin Ahmad. Skin Lesion Classification Using Convolutional Neural Network for Melanoma Recognition

42

Mohammad Badhruddouza Khan, Tobibul Islam, Mohiuddin Ahmad, Rahat Shahrior and Zannatun Naiem Riya. A CNN Based Deep Learning Approach for Leukocytes Classification in Peripheral Blood from Microscopic Smear Blood Images

45

Md Hafizul Imran, Md Ziaul Haque Zim and Minhaz Ahmmed. PIRATE: Design & Implementation of Pipe Inspection Robot

49

Faiza Huma, Maryeama Jahan, Ismat Binte Rashid and Mohammad Abu Yousuf. WAVELET AND LSB BASED ENCRYPTED WATERMARKING APPROACH TO HIDE PATIENT’S INFORMATION IN MEDICAL IMAGE

51

Nihal Ahmed, Ashfaq Ahmed and Muntasir Mamun. Comparative study of different Implicit Finite Difference methods to solve the heat convection-diffusion equation for a thin copper plate.

56

Shakhawat Hossain, Md Zahid Hasan, Muhammed J. A. Patwary and Mohammad Shorif Uddin. An Expert System to Determine Systemic Lupus Erythematosus under Uncertainty

58

Jannatul Ferdousi Sohana, Ranak Jahan Rupa and Moqsadur Rahman. Bengali Stop Word Detection Using Different Machine Learning Algorithms

59

Md. Mashfiq Rizvee, Md Amiruzzaman and Md. Rajibul Islam. Data Mining and Visualization to Understand Accident-prone Areas

63

Md. Rakibul Islam, Abdul Matin, Md. Nahiduzzaman, Md. Saifullah Siddiquee, Fahim Md. Sifnatul Hasnain, S.M. Shovan and Tonmoy Hasan. A Novel Deep Convolutional Neural Network Model for Detection of Parkinson Disease by Analyzing the Spiral Drawing

75

Merajul Islam, Abdur Rahman, Jannatul Ferdous and Zakia Zaman. Fake Hilsa Fish Detection Using Machine Vision

81

Kife I. Bin Iqbal, Xin Du, M. Monir Uddin and M. Forhad Uddin. Time restricted balanced truncation for index-I descriptor systems with non-homogeneous initial condition

83

Abu Zahid Bin Aziz, Md. Al Mehedi Hasan and Jungpil Shin. Deep Transfer Learning Based Musculoskeletal Abnormality Detection

86

Uzma Hasan, Shaila Tajmim, Ashiqur Rahman and Lt Col Dr. Muhammad Nazrul Islam. User Centred Design (UCD) Based Privacy and Security Framework for Developing Mobile Health Applications

87

Mohammad Faiyaz Khan, S.M. Sadiq-Ur-Rahman Shifath and Md Saiful Islam. Improved Bengali Image Captioning via deep convolutional neural network based encoder-decoder model

88

Tonmoy Hasan and Abdul Matin. Extract Sentiment from Customer Reviews: A TF-IDF and BOW Based Text Classification Using N-gram Supervised Learning Technique

89

Merajul Islam, Nushrat Jahan Ria and Jannatul Ferdous Ani. Deep Learning Based Classification System For Recognizing Local Spinach

91

Anusha Aziz, Suman Saha and Dr. Mohammad Arifuzzaman. Analyzing Banking Data using Business Intelligence (BI): A Data Mining Approach

94

Tashnova Hasan Srijony, Md. Khalid Hasan Ur Rashid, Utchash Chakraborty, Imran Badsha and Md. Kishor Morol. A Proposed Home Automation System for Disable People Using BCI System

95

M. Raihan, Md. Nazmos Sakib, Sk. Nizam Uddin, Md. Arin Islam Omio, Saikat Mondal and Arun More. Smartphone based Heart Attack Prediction using Artificial Nerual Network

96

Md. Fourkanul Islam, Sifat Bin Zaman, Muhammad Nazrul Islam and Md.Ashraful Islam. Design and Development of a Gaming Application for Learning Recursive Programming

97

Jannatul Ferdous Srabonee, Zahrul Jannat Peya, M. A. H. Akhand and N. Siddique. Alcoholism Detection from 2D Transformed EEG Signal

98

Ravi Gugulothu, Narsimhulu Sanke Sanke, Farid Ahmed and Ratna Kumari Jilugu. Numerical Study on shell and tube heat exchanger with segmental baffle

99

Aroni Saha Prapty, Md. Rifat Anwar and K. M. Azharul Hasan. A Rule Based Parsing for Bangla Grammar Pattern Detection

102

Md. Shah Jalal Jamil, Forhad An Naim, Bulbul Ahamed and Mohammad Nurul Huda. Customer Review Analysis by Hybrid Unsupervised Learning Applying Weight on Priority Data

103

Md. Kowsher, Fahmida Afrin and Md. Zahidul Islam Sanjid. Machine Learning and Deep Learning-Based Computing Pipelines for Bangla Sentiment Analysis

104

Mariam Hussain, Nusrat Sharmin and Seon Ki Park. Dhaka Air Quality Forecasting using ANN

105

Md. Mustaqim Abrar, Akib Uz Zaman, Arnab Pal and T. M. Shahriar Sazzad. Bit Plane Slicing and Quantization Based Color Image Watermarking in Spatial Domain

110

Mahfuz Ahmed Masum, Sheikh Junayed Ahmed, Ayesha Tasnim and Md Saiful Islam. BAN-ABSA: An Aspect-based Sentiment Analysis dataset for Bengali and it’s baseline evaluation

114

Md. Mehedi Hasan, Md. Rejaul Alam, Minhajul Abedin Shafin and Mosaddek Ali Mithu. Determining the Inconsistency of Green Chili Price in Bangladesh Using Machine Learning Approach

115

Kishwara Sadia and Sarnali Basak. Sentiment Analysis Of COVID-19 Tweets: How Does BERT Perform?

116

Md Tareq Rahman Joy, Md. Nasib Shahriar Akash and K. M. Azharul Hasan. An Intelligent Bangla Conversational Agent: TUNI

117

Shovon Niverd Pereira, Noshin Tasnim, Rabius Sunny Rizon and Muhammad Nazrul Islam. Blockchain based Digital Record-keeping in Land Administration System

119

Anik Pramanik and Amlan Sarker. Parkinson's Disease Detection from Voice and Speech Data Using Machine Learning

121

Nauros Romim, Mosahed Ahmed, Hriteshwar Talukder and Md Saiful Islam. Hate Speech detection in the Bengali language: A dataset and its baseline evaluation

122

Supriya Sarker and Md Mokammel Haque. An approach towards data change rule based classification of driving maneuver with LSTM network

123

Keerthi Priya L and Varalakshmi P. A Novel Intrusion Detection System for Wireless Networks using Deep Learning

126

Md Zahid Hasan, Shakhawat Hossain, Mohammad Shorif Uddin, Md. Mehadi Hassan and Martina Chakma. A Genetic Algorithm Based Optimal Train Route Selection Model

128

Md Zahid Hasan, Shakhawat Hossain, K. M. Zubair Hasan, Mohammad Shorif Uddin and Md. Ehteshamul Alam. Fuzzy Rule-based KNN for Rainfall Prediction: A case Study in Bangladesh

130

Nakib Aman and Md. Rabiul Islam. Ada Boost Classifier based Binary Age Group Stratification by CASIA Iris Image

131

Mohammad Reduanul Haque, Rubaiya Hafiz, Mohammad Zahidul Islam, Amina Khatun, Morium Akter and Mohammad Shorif Uddin. Recognition of Handwritten Indic Digits using a Hybridization of Capsule Network and ANN features through mRMR Optimization