Cyber Security and Computer Science: Second EAI International Conference, ICONCS 2020, Dhaka, Bangladesh, February 15-16, 2020, Proceedings

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 Framework for the Optimal Design of an Information System to Diagnostic the Enterprise Security Level and Management the Information Risk Based on ISO/IEC-27001  (Christopher A. Kanter-Ramirez, Josue A. Lopez-Leyva, Lucia Beltran-Rocha, Dominica Ferková)....Pages 3-13
 Performance Optimization of Layered Signature Based Intrusion Detection System Using Snort  (Noor Farjana Firoz, Md. Taslim Arefin, Md. Raihan Uddin)....Pages 14-27
 Designing a New Hybrid Cryptographic Model  (Burhan Selçuk, Ayşe Nur A. Tankül)....Pages 28-42
 RP-DMAC: Receiver Pivotal Directional MAC with Multichannel for IoT Based WSN  (Arpita Howlader, Samrat Kumar Dey)....Pages 43-55
Front Matter ....Pages 57-57
 Android Malware Detection by Machine Learning Apprehension and Static Feature Characterization  (Md Rashedul Hasan, Afsana Begum, Fahad Bin Zamal, Lamisha Rawshan, Touhid Bhuiyan)....Pages 59-71
 Analysis of Agent-Based and Agent-Less Sandboxing for Dynamic Malware Analysis  (Md. Zaki Muzahid, Mahsin Bin Akram, A. K. M. Alamgir)....Pages 72-84
 A Large-Scale Investigation to Identify the Pattern of Permissions in Obfuscated Android Malwares  (Md. Omar Faruque Khan Russel, Sheikh Shah Mohammad Motiur Rahman, Takia Islam)....Pages 85-97
Front Matter ....Pages 99-99
 A New 8-Directional Pixel Selection Technique of LSB Based Image Steganography  (Sheikh Thanbir Alam, Nusrat Jahan, Md. Maruf Hassan)....Pages 101-115
 An Enhancement of Kerberos Using Biometric Template and Steganography  (Munira Tabassum, Afjal H. Sarower, Ashrafia Esha, Md. Maruf Hassan)....Pages 116-127
 A Vulnerability Detection Framework for CMS Using Port Scanning Technique  (Md. Asaduzzaman, Proteeti Prova Rawshan, Nurun Nahar Liya, Muhmmad Nazrul Islam, Nishith Kumar Dutta)....Pages 128-139
 A Risk Based Analysis on Linux Hosted E-Commerce Sites in Bangladesh  (Rejaul Islam Royel, Md. Hasan Sharif, Rafika Risha, Touhid Bhuiyan, Md. Maruf Hassan, Md. Sharif Hassan)....Pages 140-151
Front Matter ....Pages 153-153
 T-way Strategy for (Sequence Less Input Interaction) Test Case Generation Inspired by Fish Swarm Searching Algorithm  (Mostafijur Rahman, Dalia Sultana, Khandker M Qaiduzzaman, Md. Hasibul Hasan, R. B. Ahmad, Rozmie Razif Othaman)....Pages 155-166
 Chemical Reaction Optimization for Solving Resource Constrained Project Scheduling Problem  (Ohiduzzaman Shuvo, Md Rafiqul Islam)....Pages 167-179
 A Modified Particle Swarm Optimization for Autonomous UAV Path Planning in 3D Environment  (Golam Moktader Nayeem, Mingyu Fan, Shanjun Li, Khalil Ahammad)....Pages 180-191
 A New Approach to Solve Quadratic Equation Using Genetic Algorithm  (Bibhas Roy Chowdhury, Md. Sabir Hossain, Alve Ahmad, Mohammad Hasan, Md. Al-Hasan)....Pages 192-204
Front Matter ....Pages 205-205
 Link Prediction on Networks Created from UEFA European Competitions  (Oğuz Findik, Emrah Özkaynak)....Pages 207-217
 Sustainable Rice Production Analysis and Forecasting Rice Yield Based on Weather Circumstances Using Data Mining Techniques for Bangladesh  (Mohammed Mahmudur Rahman, Tajnim Jahan, Tanjima Nasrin, Salma Akter, Zinnia Sultana)....Pages 218-229
 Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches  (Sajib Das, Md. Shohel Arman, Syeda Sumbul Hossain, Md. Sanzidul Islam, Farhan Anan Himu, Asif Khan Shakir)....Pages 230-240
Front Matter ....Pages 241-241
 Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction  (Md Fahimuzzman Sohan, Md Alamgir Kabir, Mostafijur Rahman, S. M. Hasan Mahmud, Touhid Bhuiyan)....Pages 243-256
 Prevalence of Machine Learning Techniques in Software Defect Prediction  (Md Fahimuzzman Sohan, Md Alamgir Kabir, Mostafijur Rahman, Touhid Bhuiyan, Md Ismail Jabiullah, Ebubeogu Amarachukwu Felix)....Pages 257-269
 Software Process Improvement Based on Defect Prevention Using Capability and Testing Model Integration in Extreme Programming  (Md. Habibur Rahman, Ziaur Rahman, Md. Al - Mustanjid, Muhammad Shahin Uddin, Mehedy Hasan Rafsan Jany)....Pages 270-279
 Predicting Fans’ FIFA World Cup Team Preference from Tweets  (Md. Fazla Rabbi, Md. Saddam Hossain Mukta, Tanjima Nasreen Jenia, A. K. M. Najmul Islam)....Pages 280-292
Front Matter ....Pages 293-293
 Machine Learning Based Recommendation Systems for the Mode of Childbirth  (Md. Kowsher, Nusrat Jahan Prottasha, Anik Tahabilder, Md. Babul Islam)....Pages 295-306
 EMG-Based Classification of Forearm Muscles in Prehension Movements: Performance Comparison of Machine Learning Algorithms  (Sam Matiur Rahman, Omar Altwijri, Md. Asraf Ali, Mahdi Alqahtani)....Pages 307-317
 Prediction Model for Self-assessed Health Status in Flood-Prone Area of Bangladesh  (Md. Kamrul Hossain)....Pages 318-329
 Machine Learning Techniques for Predicting Surface EMG Activities on Upper Limb Muscle: A Systematic Review  (Joy Roy, Md. Asraf Ali, Md. Razu Ahmed, Kenneth Sundaraj)....Pages 330-339
Front Matter ....Pages 341-341
 Retrospective Analysis of Hematological Cancer by Correlating Hematological Malignancy with Occupation, Residence, Associated Infection, Knowledge and Previous Cancer History in Relatives  (Khaled Sohel Mohammad, Nurbinta Sultana, Hassanat Touhid, Ashrafia Esha)....Pages 343-353
 Performance Comparison of Early Breast Cancer Detection Precision Using AI and Ultra-Wideband (UWB) Bio-Antennas  (Bifta Sama Bari, Sabira Khatun, Kamarul Hawari Ghazali, Minarul Islam, Mamunur Rashid, Mostafijur Rahman et al.)....Pages 354-365
 Processing with Patients’ Statements: An Advanced Disease Diagnosis Technique  (Shakhawat Hossain, Md. Zahid Hasan, Aniruddha Rakshit)....Pages 366-375
 Non-invasive Diabetes Level Monitoring System Using Artificial Intelligence and UWB  (Minarul Islam, Sabira Khatun, Nusrat Jahan Shoumy, Md. Shawkat Ali, Mohamad Shaiful Abdul Karim, Bifta Sama Bari)....Pages 376-387
Front Matter ....Pages 389-389
 An Investigation and Evaluation of N-Gram, TF-IDF and Ensemble Methods in Sentiment Classification  (Sheikh Shah Mohammad Motiur Rahman, Khalid Been Md. Badruzzaman Biplob, Md. Habibur Rahman, Kaushik Sarker, Takia Islam)....Pages 391-402
 Aspect Based Sentiment Analysis in Bangla Dataset Based on Aspect Term Extraction  (Sabrina Haque, Tasnim Rahman, Asif Khan Shakir, Md. Shohel Arman, Khalid Been Badruzzaman Biplob, Farhan Anan Himu et al.)....Pages 403-413
 Development of a Tangent Based Robust Speech Feature Extraction Model  (Mohammad Tareq Hosain, Abdullah Al Arif, Ahmed Iqbal Pritom, Md Rashedur Rahman, Md. Zahidul Islam)....Pages 414-425
 Semantic Sentence Modeling for Learning Textual Similarity Exploiting LSTM  (Md. Shajalal, Masaki Aono)....Pages 426-438
Front Matter ....Pages 439-439
 A Study of fastText Word Embedding Effects in Document Classification in Bangla Language  (Pritom Mojumder, Mahmudul Hasan, Md. Faruque Hossain, K. M. Azharul Hasan)....Pages 441-453
 A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique  (Md. Hasibur Rahman, Chowdhury Rafeed Rahman, Ruhul Amin, Md. Habibur Rahman Sifat, Afra Anika)....Pages 454-464
 An Empirical Framework to Identify Authorship from Bengali Literary Works  (Sumnoon Ibn Ahmad, Lamia Alam, Mohammed Moshiul Hoque)....Pages 465-476
 Supervised Machine Learning for Multi-label Classification of Bangla Articles  (Dip Bhakta, Avimonnu Arnob Dash, Md. Faisal Bari, Swakkhar Shatabda)....Pages 477-487
Front Matter ....Pages 489-489
 Ulcer Detection in Wireless Capsule Endoscopy Using Locally Computed Features  (Md. Sohag Hossain, Abdullah Al Mamun, Tonmoy Ghosh, Md. Galib Hasan, Md. Motaher Hossain, Anik Tahabilder)....Pages 491-502
 Human Age Estimation and Gender Classification Using Deep Convolutional Neural Network  (Md. Khairul Islam, Sultana Umme Habiba)....Pages 503-514
 Diagnosis of Acute Lymphoblastic Leukemia from Microscopic Image of Peripheral Blood Smear Using Image Processing Technique  (Sadia Narjim, Abdullah Al Mamun, Diponkar Kundu)....Pages 515-526
Front Matter ....Pages 527-527
 Analysis of Software Defined Wireless Network with IP Mobility in Multiple Controllers Domain  (Md. Habibur Rahman, Nazrul Islam, Asma Islam Swapna, Md. Ahsan Habib)....Pages 529-538
 An SDN Based Distributed IoT Network with NFV Implementation for Smart Cities  (Bivash Kanti Mukherjee, Sadiqul Islam Pappu, Md. Jahidul Islam, Uzzal Kumar Acharjee)....Pages 539-552
 On the Energy Efficiency and Performance of Delay-Tolerant Routing Protocols  (Md. Khalid Mahbub Khan, Sujan Chandra Roy, Muhammad Sajjadur Rahim, Abu Zafor Md. Touhidul Islam)....Pages 553-565
 Conic Programming Approach to Reduce Congestion Ratio in Communications Network  (Bimal Chandra Das, Momotaz Begum, Mohammad Monir Uddin, Md. Mosfiqur Rahman)....Pages 566-577
Front Matter ....Pages 579-579
 Sightless Helper: An Interactive Mobile Application for Blind Assistance and Safe Navigation  (Md. Elias Hossain, Khandker M Qaiduzzaman, Mostafijur Rahman)....Pages 581-592
 IoT Based Smart Health Monitoring System for Diabetes Patients Using Neural Network  (Md. Iftekharul Alam Efat, Shoaib Rahman, Tasnim Rahman)....Pages 593-606
 Parking Recommender System Using Q-Learning and Cloud Computing  (Md. Omar Hasan, Khandakar Razoan Ahmed, Md. Motaharul Islam)....Pages 607-618
 Advanced Artistic Style Transfer Using Deep Neural Network  (Kabid Hassan Shibly, Sazia Rahman, Samrat Kumar Dey, Shahadat Hossain Shamim)....Pages 619-628
Front Matter ....Pages 629-629
 Examining Usability Issues in Blockchain-Based Cryptocurrency Wallets  (Md Moniruzzaman, Farida Chowdhury, Md Sadek Ferdous)....Pages 631-643
Front Matter ....Pages 645-645
 Efficient Query Processing for Multidimensional Data Cubes  (Rejwana Tasnim Rimi, K. M. Azharul Hasan)....Pages 647-658
 Proposal of a Highly Birefringent Bow-Tie Photonic Crystal Fiber for Nonlinear Applications  (Md. Moynul Hossain, Md. Anowar Kabir, Md. Mehedi Hassan, Md. Ashikur Rahman Parag, Md. Nadim Hossain, Bikash Kumar Paul et al.)....Pages 659-670
 A Bioinformatics Analysis to Identify Hub Genes from Protein-Protein Interaction Network for Cancer and Stress  (Md. Liton Ahmed, Md. Rakibul Islam, Bikash Kumar Paul, Kawsar Ahmed, Touhid Bhuyian)....Pages 671-679
 Innovative Automation Algorithm in Micro-multinational Data-Entry Industry  (Nuruzzaman Faruqui, Mohammad Abu Yousuf, Partha Chakraborty, Md. Safaet Hossain)....Pages 680-692
Front Matter ....Pages 693-693
 Classification of Succulent Plant Using Convolutional Neural Network  (Ashik Kumar Das, Md. Asif Iqbal, Bidhan Paul, Aniruddha Rakshit, Md. Zahid Hasan)....Pages 695-704
 Smoke Detection from Different Environmental Conditions Using Faster R-CNN Approach Based on Deep Neural Network  (Sumayea Benta Hasan, Shakila Rahman, Md. Khaliluzzaman, Siddique Ahmed)....Pages 705-717
 Convolutional Neural Networks Based Bengali Handwritten Character Recognition  (Sudarshan Mondal, Nagib Mahfuz)....Pages 718-729
 Detection and Classification of Road Damage Using R-CNN and Faster R-CNN: A Deep Learning Approach  (Md. Shohel Arman, Md. Mahbub Hasan, Farzana Sadia, Asif Khan Shakir, Kaushik Sarker, Farhan Anan Himu)....Pages 730-741
Back Matter ....Pages 743-745