| Journal Article (106) | |
|---|---|
| 1 | Debobrata Chakraborty and Emon Kumar Dey : Segmentation of LiDAR point cloud data in urban areas using adaptive neighborhood selection technique, PloS one (impact factor:2.9) , vol.19 , no.7 Public Library of Science San Francisco, CA USA , pp.e0307138 , 2024 . |
| 2 | Atkia Akila Karim and Naushin Nower : Probabilistic spatio-temporal graph convolutional network for traffic forecasting, Applied Intelligence , vol.54 Springer , pp.1--16 , 2024 . |
| 3 | Rezvi Shahariar and Chris Phillips : The Need of Trustworthy Announcements to Achieve Driving Comfort, International Journal of Wireless & Mobile Networks (IJWMN) , vol.16 , no.1/2 , pp.13-25 , 2024 . |
| 4 | Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : GENet: A Generic Neural Network for Detecting Various Neurological Disorders from EEG, IEEE Transactions on Cognitive and Developmental Systems , vol.16 , no.5 IEEE , pp.1829-1842 , 2024 . |
| 5 | Md. Nurul Ahad Tawhid, Siuly Siuly, Enamul Kabir and Yan Li : Exploring Frequency Band-Based Biomarkers of EEG Signals for Mild Cognitive Impairment Detection, IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.32 IEEE , pp.189-199 , 2023 . |
| 6 | Nafis Fuad Mridha and Mahbubul Alam Joarder : Automated web testing over the last decade: A systematic literature review, Systematic Literature Review and Meta-Analysis Journal , vol.4 , no.1 , pp.32--44 , 2023 . |
| 7 | Rezvi Shahariar and Chris Phillips : A fuzzy reward and punishment scheme for vehicular ad hoc networks, arXiv preprint arXiv:2405.04892 The SAI , 2023 . |
| 8 | Md Moshiur Rahman, Abu Rafe Md Jamil and Naushin Nower : Uncertainty-Aware Traffic Prediction using Attention-based Deep Hybrid Network with Bayesian Inference, International Journal of Advanced Computer Science and Applications , vol.14 , no.6 Science and Information (SAI) Organization Limited , 2023 . |
| 9 | Emon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi and Bela Stantic : Machine learning-based segmentation of aerial LiDAR point cloud data on building roof, European Journal of Remote Sensing (impact factor:3.168) , vol.56 , no.1 Taylor & Francis , pp.2210745 , 2023 . |
| 10 | Rezvi Shahariar and Chris Phillips : A Trust MANAGEMENT FRAMEWORK FOR VEHICULAR AD HOC NETWORKS, International Journal of security, privacy, and trust management , vol.12 , no.1 , pp.15-36 , 2023 . |
| 11 | Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : Automatic and Efficient Framework for Identifying Multiple Neurological Disorders From EEG Signals, IEEE Transactions on Technology and Society , vol.4 , no.1 IEEE , pp.76-86 , 2023 . |
| 12 | Md Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang : Textural feature based intelligent approach for neurological abnormality detection from brain signal data, Plos one , vol.17 , no.11 Public Library of Science San Francisco, CA USA , pp.e0277555 , 2022 . |
| 13 | Md. Nurul Ahad Tawhid, Siuly Siuly and Tianning Li : A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG, IEEE Transactions on Instrumentation and Measurement , vol.71 IEEE , pp.1-11 , 2022 . |
| 14 | Abu Rafe Md Jamil and Naushin Nower : Dynamic Weight-based Multi-Objective Reward Architecture for Adaptive Traffic Signal Control System, International Journal of Intelligent Transportation Systems Research , vol.20 , no.2 Springer , pp.495--507 , 2022 . |
| 15 | Iftekhar Hossain and Naushin Nower : Traffic Data Collection and Visualization Tool for Knowledge Discovery Using Google Maps, International Journal of Software Innovation (IJSI) , vol.10 , no.1 IGI Global , pp.1--12 , 2022 . |
| 16 | Abu Rafe Md Jamil, Kishan Kumar Ganguly and Naushin Nower : Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning, IET Intelligent Transport Systems , vol.14 , no.14 Wiley Online Library , pp.2030--2041 , 2021 . |
| 17 | Emon Kumar Dey, Fayez Tarsha Kurdi, Mohammad Awrangjeb and Bela Stantic : Effective Selection of Variable Point Neighbourhood for Feature Point Extraction from Aerial Building Point Cloud Data, Remote Sesnsing (impact factor:4.848) , vol.13 , no.8 , pp.1520 , 2021 . |
| 18 | Nusrat Jahan and Rezvi Shahariar : Predicting fertilizer treatment of maize using decision tree algorithm, Indonesian Journal of Electrical Engineering and Computer Science , vol.20 , no.3 , pp.1427--1434 , 2020 . |
| 19 | Sakhawat Hossan and Naushin Nower : Fog-based dynamic traffic light control system for improving public transport, Public Transport , vol.12 Springer , pp.431--454 , 2020 . |
| 20 | Md Abdur Rahman, Oishi Mahmud, Nishat Tasnim Niloy and Md Saeed Siddik : Prioritize Android App Reviews for Effective Version Release, Md Saeed Siddik , vol.13 , no.2 , pp.21-30 , 2020 . |
| 21 | Atish Kumar Dipongkor, Iftekhar Ahmed, Rayhanul Islam, Nadia Nahar, Abdus Satter and Md Saeed Siddik : ABMMRS Eradicator: Improving Accuracy in Recommending Move Methods for Web-based MVC Projects and Libraries Using Method’s External Dependencies., International Journal of Software Engineering and Knowledge Engineering , 2020 . |
| 22 | Md. Masudur Rahman, Abdus Satter and B M Mainul Hossain : An Empirical Study on Stack Overflow Security Vulnerability in Well-known Open Source Software Systems, International Journal of Computer Applications , 2020 . |
| 23 | Emon Kumar Dey and Mohammad Awrangjeb : A Robust Performance Evaluation Metric for Extracted Building Boundaries From Remote Sensing Data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (impact factor:3.784) , vol.13 , pp.4030-4043 , 2020 . |
| 24 | Emon Kumar Dey, Mohammad Awrangjeb and Bela Stantic : Outlier detection and robust plane fitting for building roof extraction from LiDAR data, International Journal of Remote Sensing (impact factor:3.151) , vol.41 , pp.6325--6354 , 2020 . |
| 25 | Kishan Kumar Ganguly, Nadia Nahar and BM Mainul Hossain : A machine learning-based prediction and analysis of flood affected households: A case study of floods in Bangladesh, International journal of disaster risk reduction (impact factor:2.568) , vol.34 , pp.283-294 , 2019 . |
| 26 | Sadia Sharmin, Amin Ahsan Ali, Muhammad Asif Hossain Khan, Mohammad Shoyaib and Oksam Chae : Simultaneous Feature Selection and Discretization based on Mutual Information, Pattern Recognition (impact factor:3.962) , 2019 . |
| 27 | Kishan Kumar Ganguly, Md. Saeed Siddik, Rayhanul Islam and Kazi Sakib : An Environment Aware Learning-based Self-Adaptation Technique with Reusable Components, International Journal of Modern Education and Computer Science , vol.11 , no.6 , pp.53-64 , 2019 . |
| 28 | Abdur Rahman, Md. Abu Hasan, Khaled Shah and Md. Saeed Siddik : Multipartite Based Test Case Prioritization Using Failure History, International Journal of Advanced Science and Technology (IJAST) , vol.125 , pp.25-42 , 2019 . |
| 29 | Kishan Kumar Ganguly, Nadia Nahar and B M Mainul Hossain : A machine learning-based prediction and analysis of flood affected households: A case study of floods in Bangladesh, International Journal of Disaster Risk Reduction (IJDRR), ISSN 2212-4209, DOI:10.1016/j.ijdrr.2018.12.002 (impact factor:2.568) , vol.34 , no.2019 , pp.283-294 , 2019 . |
| 30 | Asif Imran and Tevfik Kosar : Software Sustainability: A Systematic Literature Review and Comprehensive Analysis (submitted), Information and Software Technology (impact factor:2.921) , 2019 . |
| 31 | Khandaker Mamun Ahmed, Prianka Mandal and B M Mainul Hossain : Text to Speech Synthesis for Bangla Language, International Journal of Information Engineering and Electronic Business , vol.11 , pp.1-9 , 2019 . |
| 32 | Kishan Kumar Ganguly, Saeed Siddik, Rayhanul Islam and Kazi Sakib : An Environment Aware Learning-based Self-Adaptation Technique with Reusable Components, International Journal of Modern Education and Computer Science , 2019 . |
| 33 | Partha Protim Ghosh, Rezvi Shahariar and Muhammad Asif Hossain Khan : A rule based extractive text summarization technique for Bangla news documents, International Journal of Modern Education and Computer Science , vol.10 , no.12 Modern Education and Computer Science Press , pp.44 , 2018 . |
| 34 | Masudur Rahman, Khaled Shah and Rayhanur Rahman : MMRUC3: A Recommendation Approach Of Move Method Refactoring Using Coupling, Cohesion And Contextual Similarity To Enhance Software Design, Software Practice and Experience, Wiley , 2018 . |
| 35 | Md Shafiuzzaman, Amit Seal and Rayhanur Rahman : A Proactive Self-Adaptive Framework For Context-Aware Mobile Applications, International Journal for Computer Application , 2018 . |
| 36 | Md. Nurul Ahad Tawhid and Emon Kumar Dey : A Gender Recognition System from Facial Image, International Journal of Computer Applications , vol.180 , no.23 , pp.5-14 , 2018 . |
| 37 | Hussain, K, Rahman, S., Rahman, M. M., Khaled, S. M., Abdullah-Al Wadud, M, Khan, M. A. H. and Shoyaib, M : A histogram specification technique for dark image enhancement using a local transformation method, IPSJ Transactions on Computer Vision and Applications , 2018 . |
| 38 | Md. Shafiuzzaman, Amit Seal Ami and Md. Rayhanur Rahman : A Proactive Self-Adaptive Framework for Context-Aware Mobile Applications, International Journal of Computer Applications , vol.180 , no.February 2018 , pp.1-8 , 2018 . |
| 39 | Md. Abdur Rahman, Md. Abu Hasan and Md. Saeed Siddik : Prioritizing Dissimilar Test Cases in Regression Testing using Historical Failure Data, International Journal of Computer Applications , vol.180 , pp.1-8 , 2018 . |
| 40 | Rayhanur Rahman and Kazi Sakib : A scalable resource provisioning scheme for the cloud using peer to peer resource discovery and multi-attribute utility theory, International Journal of Cloud Computing, Inderscience , 2018 . |
| 41 | Nabil Ibtehaz and Abdus Satter : A partial string matching approach for named entity recognition in unstructured bengali data, International Journal of Modern Education and Computer Science , 2018 . |
| 42 | Md Masudur Rahman, Rashed Rubby Riyadh, Shah Mostafa Khaled, Abdus Satter and Md Rayhanur Rahman : MMRUC3: A recommendation approach of move method refactoring using coupling, cohesion, and contextual similarity to enhance software design, Software: Practice and Experience , 2018 . |
| 43 | Emon Kumar Dey and Md Atikur Rahman : Datasets for aspect-based sentiment analysis in bangla and its baseline evaluation, Data (impact factor:citescore 3.5) , vol.3 , pp.15 , 2018 . |
| 44 | Kishan Kumar Ganguly, Nadia Nahar and B M Mainul Hossain : A Machine Learning-Based Prediction and Analysis of Flood Affected Households: A Case Study of Floods in Bangladesh, International Journal of Disaster Risk Reduction , 2018 . |
| 45 | Rayhanur Rahman, Amit Seal and Kazi Sakib : Mobilemonkey - A Contextual Stress Testing Framework For Android Application, International Journal for Computer Application , 2017 . |
| 46 | Motafizur Rahman, Shanto Rahman, BM Mainul Hossain, Rayhanur Rahman and Muhammad Shoyaib : DTCTH: A Discriminative Local Pattern Descriptor For Image Classification, EURASIP Journal on Image and Video Processing , 2017 . |
| 47 | Nadia Nahar and Kazi Sakib : Software semantics and syntax as a tool for automated test generation, International Journal of Critical Computer-Based Systems (impact factor:0.119) , vol.7 , no.4 , pp.369-396 , 2017 . |
| 48 | SM Sofiqul Islam, Emon Kumar Dey, Md Nurul Ahad Tawhid and BM Mainul Hossain : A CNN Based Approach for Garments Texture Design Classification, Advances in Technology Innovation , vol.2 , no.4 , pp.119-125 , 2017 . |
| 49 | Tahmid Ahmad, Md Nurul Ahad Tawhid, Sumon Ahmed and Kazi Sakib : Code sniffer: a risk based smell detection framework to enhance code quality using static code analysis, International Journal of Software Engineering, Technology and Applications , vol.2 , no.1 , pp.41-63 , 2017 . |
| 50 | Md. Mostafijur Rahman, Shanto Rahman, Rayhanur Rahman, B. M. Mainul Hossain and Mohammad Shoyaib : DTCTH: a discriminative local pattern descriptor for image classification, EURASIP Journal on Image and Video Processing (impact factor:1.534 (2-year Impact Factor), 2.190 (5-year Impact Factor)) , vol.2017 , no.1 , pp.30 , 2017 . |
| 51 | Rahman , Md Mostafijur, Shanto Rahman and Mohammad Shoyaib : a multi-channel complementary census transform for image classification, Signal, Image and Video Processing (impact factor:1.102) , 2017 . |
| 52 | Rahman, M. M., Rahman, S., Rahman, R., Hossain, B. M. and Shoyaib, M. : DTCTH: a discriminative local pattern descriptor for image classification. EURASIP Journal on Image and Video Processing, EURASIP Journal on Image and Video Processing (impact factor:1.742) , 2017 . |
| 53 | Iqbal, M. T. B., Shoyaib, M., Ryu, B., Abdullah-Al-Wadud, M. and Chae, O. : Directional Age-Primitive Pattern (DAPP) for Human Age Group Recognition and Age Estimation, IEEE Transactions on Information Forensics and Security (impact factor:4.332) , vol.12 , no.11 , pp.2505 - 2517 , 2017 . |
| 54 | Md. Rayhanur Rahman, Amit Seal Ami and Kazi Sakib : MobileMonkey - A Contextual Stress Testing Framework for Android Application, International Journal of Computer Applications , vol.172 , no.August 2017 , pp.1-7 , 2017 . |
| 55 | Kamrun Nahar Neela, Syed Ali Asif, Amit Seal Ami and Alim Ul Gias : Modeling Software Defects as Anomalies: A Case Study on Promise Repository, Journal of Software , vol.12 , no.10 , pp.759-772 , 2017 . |
| 56 | Prianka Mandal and B M Mainul Hossain : A Systematic Literature Review on Spell Checkers for Bangla Language, International Journal of Modern Education and Computer Science , vol.9 , no.2017 , pp.40-47 , 2017 . |
| 57 | Lutfun Lota and B M Mainul Hossain : A Systematic Literature Review on SMS Spam Detection Techniques, International Journal of Information Technology and Computer Science , vol.9 , no.2017 , pp.42-50 , 2017 . |
| 58 | Md. Masudur Rahman, Rayhanur Rahman and B M Mainul Hossain : Recommendation of Move Method Refactoring to Optimize Modularization Using Conceptual Similarity, International Journal of Information Technology and Computer Science , vol.9 , pp.34-42 , 2017 . |
| 59 | Emon Kumar Dey, S M Shofiqul Islam, Md Nurul Ahad Tawhid and B M Mainul Islam : A CNN Based Approach for Garments Texture Design Classification, Advances in Technology Innovation , vol.2 , pp.119 , 2017 . |
| 60 | Yang Liu, Naushin Nower, Shota Morita and Masashi Unoki : Speech enhancement of instantaneous amplitude and phase for applications in noisy reverberant environments, Speech Communication , vol.84 Elsevier , pp.1--14 , 2016 . |
| 61 | Rezvi Shahariar, Abu Naser and Riham Morsed : Avoiding Low Energy Routing Node in MANET Based on Critical Energy Level, The Dhaka University Journal of Science , vol.64 , no.1 , pp.39--44 , 2016 . |
| 62 | Fernaz Narin Nur, Selina Sharmin, Md. Abdur Razzaque, Md. Shariful Islam and Mohammad Mehedi Hassan : A Low Duty Cycle MAC Protocol for Directional Wireless Sensor Networks, Wireless Personal Communications (impact factor:1.2) , 2016 . |
| 63 | Mohammad Erfan, Bidoura Ahmad Hridita, Mohammad Shoyaib and Md. Shariful Islam : A comprehensive survey of code offloading mechanisms for mobile cloud computing, IUT JOURNAL OF ENGINEERING AND TECHNOLOGY (JET), , 2016 . |
| 64 | Nadia Nahar, Sujon Ali and Md Nurul Ahad Tawhid : An Improved Code Clone Tracking Approach in Evolving Software., International Journal of Advanced Research in Computer Science (impact factor:0.765) , vol.7 , no.7 , 2016 . |
| 65 | Nadia Nahar, Sujon Ali and Md Nurul Ahad Tawhid : An Improved Code Clone Tracking Approach in Evolving Software, International Journal of Advanced Research in Computer Science , vol.7 , no.7 , pp.1-5 , 2016 . |
| 66 | Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Qing Xie, Sangmin Park, Kunal Taneja and B M Mainul Hossain : RUGRAT: Evaluating program analysis and testing tools and compilers with large generated random benchmark applications, Software - Practice and Experience (impact factor:1.338) , vol.46 , no.2016 , pp.405-431 , 2016 . |
| 67 | Shanto Rahman, Md. Mostafijur Rahman, M. Abdullah-Al Wadud, Golam Dastegir Al-Quaderi and Mohammad Shoyaib : An Adaptive Gamma Correction for Image Enhancement, EURASIP Journal on Image and Video Processing (impact factor:1.742) , 2016 . |
| 68 | Abdus Satter and B M Mainul Hossain : Vulnerabilities Assessment of Emerging Webbased Services in Developing Countries, International Journal of Information Engineering and Electronic Business , vol.8 , no.2016 , pp.1-8 , 2016 . |
| 69 | Masudur ahman, BM Mainul Hossain and Rayhanur Rahman : Recommendation of Move Method Refactoring to Optimize Modularization Using Conceptual Similarity, International Journal of Information Technology and Computer Science, MECS , 2016 . |
| 70 | Tasnim Rahman, Hasnain Heickal, Shamira Tabrejee, Md. Miraj Kobad Chowdhury, Sheikh Muhammad Sarwar and Mohammad Shoyaib : SeqDev: An algorithm for constructing genetic elements using comparative assembly, Plant Tissue Cult. & Biotech , pp.105-121 , 2016 . |
| 71 | Abdus Satter and BM Mainul Hossain : Vulnerabilities assessment of emerging web-based services in developing countries, International Journal of Information Engineering and Electronic Business , vol.8 , no.5 , 2016 . |
| 72 | A Imran, S Aljawarneh and K Sakib : Web Data Amalgamation for Security Engineering: Digital Forensic Investigation of Open Source Cloud., Journal of Universal Computer Science (impact factor:1.066) , vol.22 , no.4 , pp.494-520 , 2016 . |
| 73 | L Rawshan, J Islam and A Imran : Identifying Overloaded Servers and Managing Dynamic Placement of Virtual machines in Cloud, International Journal of Computer Applications , 2016 . |
| 74 | Emon Kumar Dey, Feroz Mahmud Amil, Shanto Rahman and Md. Mostafijur Rahman : Bilateral Histogram Equalization for Contrast Enhancement, International Journal of Software Innovation , 2016 . |
| 75 | Naushin Nower, Yang Liu and Masashi Unoki : Restoration scheme of instantaneous amplitude and phase using Kalman filter with efficient linear prediction for speech enhancement, Speech Communication , vol.70 Elsevier , pp.13--27 , 2015 . |
| 76 | Sumon Ahmed, Md. Nurul Ahad Tawhid, Kazi Sakib and Md. Mustafizur Rahman : A multi-objective evolutionary approach to reconstruct gene regulatory network using recurrent neural network model, Biojournal of Science and Technology , vol.2 , pp.1-11 , 2015 . |
| 77 | Emon Kumar Dey, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An automated system for garment texture design class identification, Computers , vol.4 , no.3 , pp.265-282 , 2015 . |
| 78 | Moshiur Rahman, Md Shafiuzzaman, Rayhanur Rahman and Kazi Sakib : Mapbeing: An Efficient Vector Data Manipulation Framework For Webgis, JU Journal of IT , 2015 . |
| 79 | Dey, Emon Kumar, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An Automated System for Garment Texture Design Class Identification., Computers , pp.265-282 , 2015 . |
| 80 | Amit Seal Ami and Md. Shariful Islam : A Content Assist based Approach for Providing Rationale of Method Change for Object Oriented Programming, International Journal of Information Engineering and Electronic Business(IJIEEB) , vol.7 , no.i , pp.49-58 , 2015 . |
| 81 | Emon Kumar Dey, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An automated system for garment texture design class identification, Computers (impact factor:Citescore 3.3) , vol.4 , no.3 , pp.265--282 , 2015 . |
| 82 | Naushin Nower, Yasuo Tan and Azman Osman Lim : Traffic pattern based data recovery scheme for cyber-physical systems, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences , vol.97 , no.9 The Institute of Electronics, Information and Communication Engineers , pp.1926--1936 , 2014 . |
| 83 | Rezvi Shahariar and Abu Naser : Reducing Packet Losses in Mobile Ad Hoc Network Using the Warning Message Generated from a Routing Node, Dhaka Univ. J. Sci , vol.62 , no.2 , pp.141--145 , 2014 . |
| 84 | Rezvi Shahariar and Shahed Anwar : Modified QLRS-APM: A Proposal to Avoid Initiating Route Error Messages to Source in Mobile Ad Hoc Networks, The Dhaka University Journal of Science , vol.62 , no.1 , pp.59--64 , 2014 . |
| 85 | Mohammad Ibrahim, Tajkia Rahman Toma, Md. Iftekharul Alam Efat, Shah Mostafa Khaled, Md. Shariful Islam and Mohammad Shoyaib : Dynamic Blocks for Face Verification, Int. J. of Computer Vision and Signal Processing , vol.4(1) , pp.29-38 , 2014 . |
| 86 | Alim Ul Gias, Asif Imran, Rayhanur Rahman and Kazi Sakib : TFPaaS: Test-First Performance As A Service To Cloud For Software Testing Environment, International Journal of Web Application , 2013 . |
| 87 | Asif Imran, Alim Ul Gias, Rayhanur Rahman and Kazi Sakib : Provintsec: A Provenance Cognition Blueprint Ensuring Integrity And Security For Real Life Open Source Cloud, International Journal of Information Privacy, Security and Integrity, Inderscience , 2013 . |
| 88 | AU Gias, R Rahman, A Imran and K Sakib : TFPaaS: Test-first Performance as a Service to Cloud for Software Testing Environment, International Journal of Web Applications , vol.5 , no.4 , pp.153-167 , 2013 . |
| 89 | A Imran, AU Gias,, R Rahman and K Sakib : ProvIntSec: a provenance cognition blueprint ensuring integrity and security for real life open source cloud., International Journal of Security, Privacy and Integrity (IJIPSI) , pp.360--380 , 2013 . |
| 90 | Alim Ul Gias, Rayhanur Rahman, Asif Imran and Kazi Sakib : TFPaaS: Test-first Performance as a Service to Cloud for Software Testing Environment, International Journal of Web Applications , vol.5 , no.4 , pp.153-167 , 2013 . |
| 91 | Asif Imran, Alim Ul Gias and Kazi Sakib : ProvIntSec: a provenance cognition blueprint ensuring integrity and security for real life open source cloud, International Journal of Information Privacy, Security and Integrity , vol.1 , no.4 , pp.360-380 , 2013 . |
| 92 | Md. Nurul Ahad Tawhid, Nasir Uddin Laskar and Haider Ali : A Vision-based Facial Expression Recognition and Adaptation System from Video Stream, International Journal of Machine Learning and Computing , vol.2 , no.5 , pp.535-539 , 2012 . |
| 93 | Shoyaib,Mohammad, Mohammad Abdullah-Al Wadud and Oksam Chae : A skin detection approach based on the Dempster–Shafer theory of evidence, International Journal of Approximate Reasoning (impact factor:1.982) , 2012 . |
| 94 | Md. Shariful Islam, Muhammad Mahbub Alam, Choong Seon Hong and Sungwon Lee : eMCCA: An enhanced mesh coordinated channel access mechanism for IEEE 802.11s Wireless Mesh Networks, Journal of Communications and Networks(JCN) , vol.13 , no.9 , pp.639-654 , 2011 . |
| 95 | Md. Shariful Islam, Muhammad Mahbub Alam, Choong Seon Hong and Sungwon Lee : Load-adaptive Practical Multi-channel Communications in Wireless Sensor Networks", Journal of Sensors, pp.8761-8781 , 2010 . |
| 96 | Muhammad Mahbub Alam, Md. Shariful Islam, Md. Abdul Hamid, Choong Seon Hong and Sungwon Lee : Congestion-aware fair rate control in wireless mesh networks, Annals of Telecommunications, , 2010 . |
| 97 | Md. Abdul Hamid, Muhammad Mahbub Alam, Md. Shariful Islam, Choong Seon Hong and Sungwon Lee : Fair data collection in wireless sensor networks: analysis and protocol", Annals of Telecommunications , 2010 . |
| 98 | Md. Shariful Islam, Md. Abdul Hamid and Choong Seon Hong : SHWMP: A Secure Hybrid Wireless Mesh Protocol for IEEE 802.11s Wireless Mesh Networks, Transaction on Computational Science , 2009 . |
| 99 | Md. Shariful Islam, Muhammad Mahbub Alam, Md. Abdul Hamid, Choong Seon Hong and Sungwon Lee : EFT: a high throughput routing metric for IEEE 802.11s wireless mesh networks, Annals of Telecommunications , 2009 . |
| 100 | Fayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Mohammad Awrangjeb and Emon Kumar Dey : Automatic Filtering of Lidar Building Point Cloud in Case of Trees Associated to Building Roof, Remote Sensing (impact factor:4.848) , vol.14 , no.2 IEEE: Multidisciplinary Digital Publishing Institute , pp.430 , 2022 . |
| 101 | Md Nurul Ahad Tawhid, Siuly Siuly and Hua Wang : Diagnosis of autism spectrum disorder from EEG using a time--frequency spectrogram image-based approach, Electronics Letters , vol.56 , no.25 IET Digital Library , pp.1372--1375 , 2020 . |
| 102 | Md Nurul Ahad Tawhid, Siuly Siuly, Hua Wang, Frank Whittaker, Kate Wang and Yanchun Zhang : A spectrogram image based intelligent technique for automatic detection of autism spectrum disorder from EEG, Plos one , vol.16 , no.6 Public Library of Science, San Francisco, CA USA , pp.1-20 , 2021 . |
| 103 | Md. Masudur Rahman, Abdus Satter and B M Mainul Hossain : An Empirical Study on Stack Overflow Security Vulnerability in Well-known Open Source Software Systems, International Journal of Computer Applications , vol.176 , 2020 . |
| 104 | Partho Protim Dey, Nadia Nahar and B M Mainul Hossain : Forecasting Stock Market Trend Using Machine Learning Algorithms With Technical Indicators, Forecasting Stock Market Trend Using Machine Learning Algorithms With Technical Indicators, International Journal of Information Technology and Computer Science , vol.12 (3) , 2020 . |
| 105 | Asadullah Hill Galib and B M Mainul Hossain : A Review on Hybrid Analysis using Machine Learning for Android Malware Detection, A Review on Hybrid Analysis using Machine Learning for Android Malware Detection, the Dhaka University Journal of Applied Science and Engineering (DUJASE) , vol.5 , 2020 . |
| 106 | M Hussain and Emon Kumar Dey : Remote sensing image scene classification, J. Manuf. Sci. Eng , vol.4 , pp.13--20 , 2018 . |
| Conference Proceedings (71) | |
| 1 | Atkia Akila Karim and Naushin Nower "Robust Traffic Prediction Using Probabilistic Spatio-Temporal Graph Convolutional Network." International Conference on Engineering Applications of Neural Networks , pp. 259--273. Springer: 2024 . |
| 2 | Mridha Md Nafis Fuad and Kazi Sakib "WebEV: A Dataset on the Behavior of Testers for Web Application End to End Testing." 2023 IEEE/ACM 31st International Conference on Program Comprehension (ICPC) , pp. 79--83. Melbourne. Australia: IEEE, 2023 . |
| 3 | Md Moshiur Rahman and Naushin Nower "Attention based deep hybrid networks for traffic flow prediction using google maps data." Proceedings of the 2023 8th international conference on machine learning technologies , pp. 74--81. Stockholm: 2023 . |
| 4 | Mridha Md Nafis Fuad and Kazi Sakib "ebat: An efficient automated web application testing approach based on tester’s behavior." 2022 29th Asia-Pacific Software Engineering Conference (APSEC) , pp. 482--486. IEEE, 2022 . |
| 5 | Md Nurul Ahad Tawhid, Siuly Siuly, Kate Wang and Hua Wang "Brain data mining framework involving entropy topography and deep learning." Australasian Database Conference , pp. 161--168. Springer: 2022 . |
| 6 | Moumita Asad, Rafed Muhammad Yasir, Shihab Shahriar, Nadia Nahar and Md Nurul Ahad Tawhid "Analyzing Program Comprehensibility of Go Projects." 33rd International Conference on Software Engineering and Knowledge Engineering , pp. 255-260. 2021 . |
| 7 | Asadullah Hill Galib and B M Mainul Hossain "Significant API Calls in Android Malware Detection." The 32nd International Conference on Software Engineering & Knowledge Engineering (SEKE 2020) Pittsburgh, USA: 2020 . |
| 8 | P. Roy, S. Sharmin, A.A. Ali and M. Shoyaib "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies." Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Singapore: 2020 . |
| 9 | M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali and M. Shoyaib "A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data." Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Singapore: 2020 . |
| 10 | Emon Kumar Dey; Mohammad Awrangjeb; Bela Stantic "An Unsupervised Outlier Detection Method For 3D Point Cloud Data." IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019. , pp. 2495--2498. Japan: IEEE, 2019 . |
| 11 | Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Ali and Mohammad Shoyaib "Inter-node Hellinger distance based Decision tree." International Joint Conference on Artificial Intelligence (IJCAI 2019) 2019 . |
| 12 | Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Al, Md. Nurul Ahad Tawhid and Mohammad Shoyaib "Introducing Confidence as a Weight in Random Forest." 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) 2019 . |
| 13 | Asif Imran and Tevfik Kosar "Design Smell Detection and Analysis for Open Source Java Software." The International Conference on Software Maintenance and Evolution (ICSME) , pp. 644-648. Cleveland, Ohio: IEEE, 2019 . |
| 14 | Pritom Saha Akash, Md Eusha Kadir, Amin Ahsan Ali, Md Nurul Ahad Tawhid and Mohammad Shoyaib "Introducing Confidence as a Weight in Random Forest." International Conference on Robotics, Electrical and Signal Processing Techniques , pp. 611-616. Dhaka: IEEE, 2019 . |
| 15 | Amit Seal Ami, Md. Mehedi Hasan, Rayhanur Rahman, and Kazi Sakib "MobiCoMonkey - Context Testing of Android Apps." 5th IEEE/ACM International Conference on Mobile Software Engineering and System (MobileSoft 2018) Gothenburg, Sweden: ACM/IEEE, 2018 . |
| 16 | Atish Kumar Dipongkor, Iftekhar Ahmed and Nadia Nahar "Move Method Recommendation using Call Frequency of Methods and Attributes." 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) , pp. 76-81. Fukuoka, Japan: IEEE, 2018 . |
| 17 | Tahmim Jeba, Tarek Salah Uddin Mahmud and Nadia Nahar "A Cluster Compositional Algorithm for Incorporation of Multiple Sets of Clusters of Identical Data." 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) , pp. 59-64. Fukuoka, Japan: IEEE, 2018 . |
| 18 | MDSQZ Nine, LD Tacchio, A Imran, T Kosar, MF Bulut and J Hwang "GreenDataFlow: Minimizing the Energy Footprint of Global Data Movement." IEEE International Conference on Big Data (Big Data) , pp. 335-342. IEEE, 2018 . |
| 19 | A Imran, MSQ Nine, K Guner and T Kosar "OneDataShare: A Vision for Cloud-hosted Data Transfer Scheduling and Optimization as a Service." International Conference on Cloud Computing and Service Sciences (CLOSER) , pp. 616-625. Funchal, Madeira, Portugal: ACM, 2018 . |
| 20 | Kishan Kumar Ganguly, Amit Seal Ami and Md. Mahbubul Alam Joarder "A LEARNING-BASED KEYWORD EXTRACTION TECHNIQUE FOR MULTILINGUAL SOCIAL MEDIA COMMENTS." IADIS International Conference ICT, Society and Human Beings 2018 (part of MCCSIS 2018) 2018 . |
| 21 | Mark Grechanik, Chi Wu Mao, Ankush Baisal, David Rosenblum and B M Mainul Hossain "Differencing Graphical User Interfaces." IEEE International Conference on Software Quality, Reliability and Security (QRS) , pp. 203-214. Lisbon, Portugal: 2018 . |
| 22 | Kishan Kumar Ganguly and B M Mainul Hossain "Evaluating the Effectiveness of Conventional Machine Learning Techniques for Defect Prediction: A Comparative Study." 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) 2018 . |
| 23 | Md. Abu Hasan, Md. Abdur Rahman and Md. Saeed Siddik "Test Case Prioritization Based on Dissimilarity Clustering using Historical Data Analysis." International Conference on Information Communication and Computing Technology , pp. 267-281. India: Springer, 2017 . |
| 24 | MD S Q Zulkar Nine, Vandit Aruldas, Kemal Guner, Asif Imran and Tevfik Kosar "OneDataShare: A unified platform for data sharing." UB CSE'50 Grad Conference Buffalo, NY: University at Buffalo, 2017 . |
| 25 | Abdus Satter and Kazi Sakib "A Similarity-Based Method Retrieval Technique to Improve Effectiveness in Code Search." ACM International Conference on the Art, Science, and Engineering of Programming 2017 . |
| 26 | Kishan Kumar Ganguly and Kazi Sakib "A Reusable Adaptation Component Design for Learning-Based Self-Adaptive Systems." ICSEA 2017 : The Twelfth International Conference on Software Engineering 2017 . |
| 27 | Kishan Kumar Ganguly and Kazi Sakib "Decentralization of Control Loop for Self-Adaptive Software through Reinforcement Learning." 24th Asia-Pacific Software Engineering Conference Workshops (APSECW) 2017 . |
| 28 | Ahmad Tahmid and Nadia Nahar "Understanding the Evolution of Code Smells by Observing Code Smell Clusters." 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER) , pp. vol. 4, pp. 8-11. Suita, Japan: IEEE, 2016 . |
| 29 | Nadia Nahar, T. S. U. Mahmud and Kazi Sakib "An improved behavioral matching for anti-pattern based abstract factory recommendation." 5th International Conference on Informatics, Electronics and Vision (ICIEV) , pp. 35-40. Dhaka: IEEE, 2016 . |
| 30 | Emon Kumar Dey "Application of deep learning to computer vision: A comprehensive study." 5th international conference on informatics, electronics and vision (ICIEV , pp. 592--597. IEEE, 2016 . |
| 31 | Abdus Satter, Amit Seal Ami and Kazi Sakib "Static Code Search Technique to Identify Dead Fields by Analyzing Usage of Setup Fields and Field Dependency in Test Code." Proceedings of the Third Workshop on Concept Discovery in Unstructured Data co-located with the 13th International Conference on Concept Lattices and Their Applications , pp. 60-71. Moscow, Russia: 2016 . |
| 32 | Abdus Satter and Kazi Sakib "Improving Recall in Code Search by Indexing Similar Codes under Proper Terms." 4th International Workshop on Quantitative Approaches to Software Quality 2016 . |
| 33 | Abdus Satter, Amit Seal and Kazi Sakib "A Static Code Search Technique to Identify Dead Fields by Analyzing Usage of Setup Fields and Field Dependency in Test Code." The 3rd International Workshop on Concept Discovery in Unstructured Data Workshop co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016) 2016 . |
| 34 | Nadia Nahar and Kazi Sakib "ACDPR: A Recommendation System for the Creational Design Patterns Using Anti-patterns." 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER) , pp. vol. 4, pp. 4-7. Suita, Japan: IEEE, 2016 . |
| 35 | Mark Grechanik and B M Mainul Hossain "Enhancing Performance And Reliability of Rule Management Platforms." Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering , pp. 187-198. Austin, Texas, USA: ACM, 2015 . |
| 36 | Prianka Mandal and Amit Seal Ami "Selecting best attributes for software defect prediction." 2015 IEEE International WIE Conference on Electrical and Computer Engineering , pp. 110-130. Dhaka: IEEE, 2015 . |
| 37 | Sadia Sharmin, Md Rifat Arefin, M. Abdullah-Al Wadud, Naushin Nower and Mohammad Shoyaib "SAL: An effective method for Software Defect Prediction." 2015 . |
| 38 | Md. Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M. Abdullah-Al-Wadud, Emon Kumar Dey and Mohammad Shoyaib "Noise adaptive binary pattern for face image analysis." 2015 . |
| 39 | M Shamsuddoha, MS Alam, SA Asif, S Aljawarneh, K Sakib and A Imran "CLBS-3: A Three-Tier Load Balancer for ensuring Fault-Tolerance of Software running in Open-Source Cloud." Proceedings of the The International Conference on Engineering & MIS 2015 . |
| 40 | L Rawshan, K Sakib and A Imran "Time-Waved Monitoring and Emergent Self Adaption of Software Components in Open Source Cloud." The International Conference on Engineering & MIS 2015 . |
| 41 | Shanto Rahman, Kishan Kumar Ganguly and Kazi Sakib "An Improved Bug Localization using Structured Information Retrieval and Version History." 18th International Conference on Computer and Information Technology (ICCIT) 2015 . |
| 42 | Nadia Nahar and Kazi Sakib "Automatic Recommendation of Software Design Patterns Using Anti-patterns in the Design Phase: A Case Study on Abstract Factory." 3rd International Workshop on Quantitative Approaches to Software Quality (QuASoQ) , pp. 11. New Delhi, India: 2015 . |
| 43 | Amit Seal Ami and Md. Shariful Islam "An efficient approach for providing rationale of method change for object oriented programming." 2014 International Conference on Informatics, Electronics Vision (ICIEV) , pp. 1-6. Dhaka: IEEE, 2014 . |
| 44 | Asif Imran, Alim Ul Gias, Rayhanur Rahman, Amit Seal Ami, Tajkia Rahman, Farhan Ishraque and Kazi Sakib "Cloud-niagara: A high availability and low overhead fault tolerance middleware for the cloud." International Conference Computer and Information Technology , pp. 271-276. IEEE, 2014 . |
| 45 | Alim Ul Gias, Mirza Rehenuma Tabassum, Amit Seal Ami, Asif Imran, Mohammad Ibrahim, Rayhanur Rahman and Kazi Sakib "A formal approach to verify software scalability requirements using set theory and Hoare triple." 16th International Conference Computer and Information Technology , pp. 7-12. IEEE, 2014 . |
| 46 | T Hasan, A Imran and K Sakib "A case-based framework for self-healing paralysed components in Distributed Software applications." The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014) , pp. 1--7. 2014 . |
| 47 | A Imran, EK Dey and K Sakib "Active-Threaded Algorithms for Provenance Cognition in the Cloud preserving Low Overhead and Fault Tolerance." 2014 . |
| 48 | A Imran, N Nahar and K Sakib "Watchword-oriented and time-stamped algorithms for tamper-proof cloud provenance cognition." 2014 International Conference on Informatics, Electronics & Vision (ICIEV) 2014 . |
| 49 | A Imran, AU Gias, R Rahman,, A Seal, T Rahman,, F Ishraque, and K Sakib "Cloud-niagara: A high availability and low overhead fault tolerance middleware for the cloud." 16th Int'l Conf. Computer and Information Technology , pp. 271--276. 2014 . |
| 50 | Nadia Nahar and Kazi Sakib "SSTF: A Novel Automated Test Generation Framework Using Software Semantics and Syntax." 17th International Conference on Computer and Information Technology (ICCIT) , pp. 69-74. Dhaka: IEEE, 2014 . |
| 51 | Alim Ul Gias and Kazi Sakib "An adaptive bayesian approach for URL selection to test performance of large scale web-based systems." International Conference on Software Engineering (ICSE) , pp. 608-609. Hyderabad: ACM, 2014 . |
| 52 | Rayhanur Rahman, Asif Imran, Alim Ul Gias and Kazi Sakib "A peer to peer resource provisioning scheme for cloud computing environment using multi attribute utility theory." Third International Conference on Innovative Computing Technology (INTECH 2013) , pp. 132-137. London: IEEE, 2013 . |
| 53 | B M Mainul Hossain, mark Grechanik, Ugo Buy and Haisheng Wang "REDACT: Preventing Database Deadlocks from Application-based Transactions." ESEC/FSE: Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering , pp. 591-594. Saint Petersburg, Russia: ACM, 2013 . |
| 54 | Mark Grechanik, B M Mainul Hossain and Ugo Buy "Testing Database-Centric Applications for Causes of Database Deadlocks." ICST: Sixth (IEEE) International Conference on Software Testing, Verification and Validation Luxembourg City, Luxembourg: IEEE Computer Society, 2013 . |
| 55 | Mark Grechanik, B M Mainul Hossain, Ugo Buy and Haisheng Wang "Preventing Database Deadlocks in Applications." ESEC/FSE: Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering , pp. 356-366. Saint Petersburg, Russia: ACM, 2013 . |
| 56 | R Rahman, A Imran, AU Gias, and K Sakib "A peer to peer resource provisioning scheme for cloud computing environment using multi attribute utility theory." Third International Conference on Innovative Computing Technology (INTECH) 2013 . |
| 57 | AU Gias, A Imran, R Rahman and K Sakib "IVRIDIO: Design of a software testing framework to provide Test-first Performance as a service." Third International Conference on Innovative Computing Technology (INTECH) 2013 . |
| 58 | Md. Nasir Uddin Laskar, Md Nurul Ahad Tawhid and TaeChoong Chung "Extended Kalman Filter (EKF) and Kmeans clustering approach for state space decomposition of autonomous mobile robots." International Conference on Electrical and Computer Engineering , pp. 113-116. Dhaka: IEEE, 2012 . |
| 59 | Sangmin Park, B M Mainul Hossain, Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Kunal Taneja, Chen Fu and Qing Xie "CarFast: Achieving Higher Statement Coverage Faster." ESEC/FSE: Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering , pp. 35:1-35:11. Cary, North Carolina, USA: ACM, 2012 . |
| 60 | Ishtiaque Hussain, Christoph Csallner, Mark Grechanik, Chen Fu, Qing Xie, Sangmin Park, Kunal Taneja and B M Mainul Hossain "Evaluating Program Analysis and Testing Tools with the RUGRAT Random Benchmark Application Generator." Proceedings of the Ninth International Workshop on Dynamic Analysis , pp. 1-6. Minneapolis, MN, USA: ACM, 2012 . |
| 61 | Asif Imran, Alim Ul Gias and Kazi Sakib "An empirical investigation of cost-resource optimization for running real-life applications in open source cloud." International Conference on High Performance Computing & Simulation (HPCS) , pp. 718-723. Madrid: IEEE, 2012 . |
| 62 | Kaeser Md. Sabrin, Tao Zhang, Song Chen, Md. Nurul Ahad Tawhid, Md. Hasanuzzaman, Md. Haider Ali and Haruki Ueno "An Intensity and Size Invariant Real Time Face Recognition Approach." International Conference Image Analysis and Recognition , pp. 502-511. Berlin, Heidelberg: Springer, 2009 . |
| 63 | Shah Mostafa Khaled, Md Saiful Islam, Md Golam Rabbani, Mirza Rehenuma Tabassum, Alim Ul Gias, Md Mostafa Kamal, Hossain Muhammad Muctadir, Asif Khan Shakir, Asif Imran and Saiful Islam "Combinatorial color space models for skin detection in sub-continental human images." International Visual Informatics Conference , pp. 532-542. 2009 . |
| 64 | Emon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi and Bela Stantic "Building Boundary Extraction from LiDAR Point Cloud Data." Digital Image Computing Techniques and Applications (DICTA) , pp. 197-202. Goldcoast: IEEE, 2021 . |
| 65 | Fayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Emon Kumar Dey and Mohammad Awrangjeb "Full Series Algorithm of Automatic Building Extraction and Modelling From LiDAR Data." 2021 Digital Image Computing: Techniques and Applications (DICTA) , pp. 01--08. IEEE: 2021 . |
| 66 | Md Abdur Rahman, Md Ariful Haque, Md Nurul Ahad Tawhid and Md Saeed Siddik "Classifying non-functional requirements using RNN variants for quality software development." Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation , pp. 25--30. 2019 . |
| 67 | Syed Fatiul Huq, Md Aquib Azmain, Nadia Nahar and Md Nurul Ahad Tawhid "On the Evolutionary Properties of Fix Inducing Changes.." QuASoQ@ APSEC , pp. 13--20. 2020 . |
| 68 | Emon Kumar Dey "Chest X-ray analysis to detect mass tissue in lung." International Conference on Informatics, Electronics & Vision (ICIEV) 2014 . |
| 69 | Feroz Mahmud Amil, Md Mostafijur Rahman, Shanto Rahman, Emon Kumar Dey and Mohammad Shoyaib "Bilateral histogram equalization with pre-processing for contrast enhancement." 2016 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) , pp. 231--236. IEEE: 2016 . |
| 70 | Md Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M Abdullah-Al-Wadud, Emon Kumar Dey and Mohammad Shoyaib "Noise adaptive binary pattern for face image analysis." 2015 18th International Conference on Computer and Information Technology (ICCIT) , pp. 390--395. IEEE: 2015 . |
| 71 | Md Atikur Rahman and Emon Kumar Dey "Aspect extraction from bangla reviews using convolutional neural network." , pp. 262--267. IEEE: 2018 . |