Syeda Tamanna Alam Monisha, Sourav Sarker, Md Mahadi Hasan Nahid
{"title":"Classification of Bengali Questions Towards a Factoid Question Answering System","authors":"Syeda Tamanna Alam Monisha, Sourav Sarker, Md Mahadi Hasan Nahid","doi":"10.1109/ICASERT.2019.8934567","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934567","url":null,"abstract":"This paper demonstrates question classification for Bengali language questions which is the first step towards developing a closed domain based Bengali factoid question answering system. Question classification is an influential step towards a question answering system on which the performance of the whole system depends. We have used machine learning algorithms Stochastic Gradient Descent(SGD), Decision Tree(DT), Support Vector Machine(SVM) and Naive Bayes(NB) for the question classification process where Support Vector Machine(SVM) with linear kernel performs the best providing the accuracy 90.6% over five coarse-grained categories.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"30 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91189210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. A. Kader, Rajvi Sutra Dhar, Md. Saiful Islam, Naeemul Islam, Mohammad Abdur Razak, Y. Arafat
{"title":"A Complete Device to Call Candidates and Time Management in Viva-voice","authors":"M. A. Kader, Rajvi Sutra Dhar, Md. Saiful Islam, Naeemul Islam, Mohammad Abdur Razak, Y. Arafat","doi":"10.1109/ICASERT.2019.8934532","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934532","url":null,"abstract":"In this paper, a customized clock and alarming system is developed, which can manage time and call the candidates sequentially during important viva-voice or presentation. The main purpose of this work is to free the intricacy of viva-voce or presentation time and to make it captivating to both the examiners and the examinees. To perform this action, we have utilized microcontroller, 32X8 LED dot matrix display, 6 digit multiplex seven segment display, radio frequency (RF) transmitter-receiver (Tx-Rx) pair, IR receiver, IR remote and buzzer. Seven segment display unit is used to show time, group number and also to produce an alarm to alert the presenter about the time during the presentation. User can set time and group number, start countdown and control other functions of seven segment display unit by an IR remote. Dot matrix display unit shows group number and other information to the waiting candidates which communicate with 7-segment display unit by RF Tx-Rx pair. By using this system only the examiner of the viva-voce or academic presentation can smoothly conduct the session without the help of an assistant.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"15 6 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91216397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Fahim, Sakib Shahrear Avro, S. Sarker, M. Rokunuzzaman, S. Das
{"title":"Improved Differential Strobe Terminal Based Open-loop Control of Smart Power Factor Metering System","authors":"S. Fahim, Sakib Shahrear Avro, S. Sarker, M. Rokunuzzaman, S. Das","doi":"10.1109/ICASERT.2019.8934556","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934556","url":null,"abstract":"This paper presents a smart power factor metering system to measure the power factor of a load by taking the frequency of a main-line. The variation of frequency makes sure the poor power factor (PF) which increases the utility charge. The proposed system provides the accurate FF by plotting a real-time AC power triangle in MATLAB environment. The system uses one embedded system as a controller that able to read the mainline frequency, load voltage, current and their phase difference. A preliminary circuit is used to transform the high value of voltage and current to the embedded system (ES) readable form. It consists of a potential transformer (PT), a current transformer (CT), high differential strobe terminal based comparator and logic gate that detects the phase delay between the load voltage and current. A serial communication between the ES and the MATLAB is established for plotting the power triangle which confirm the accurate PF. The simulation and experimental results are studied to validate the effectiveness of proposed system.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"36 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73940464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. K. Das, S. A. Razi, K. S. Rahman, M. Matin, N. Amin
{"title":"Electrical Properties of CSS Deposited CdTe Thin Films for Solar Cell Applications","authors":"N. K. Das, S. A. Razi, K. S. Rahman, M. Matin, N. Amin","doi":"10.1109/ICASERT.2019.8934506","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934506","url":null,"abstract":"CdTe is a very potential absorber material for thin film solar cell application. In this work CdTe thin films (TF) were deposited on CdS thin films by close-spaced sublimation (CSS) technique at different source and substrate temperature in inert gas condition. To bring out the optimum temperature set for CSS deposited CdTe films, several experiments were done. The process pressure of the chamber during deposition was maintained at 1.5 Torr in a dynamic condition. The effects of deposition temperature on the electrical properties of the as-deposited CdTe films were investigated by Hall Effect measurement. The films were deposited at 610 °C, 630 °C, 650 °C and 670 °C source temperatures. The first three films showed p-type conductivity while n-type conductivity appeared in the film deposited at 670 °C. The hole concentration of the as-grown p-type CdTe films followed an upward trend with the increase of source temperature and it reached a peak value at 650 °C. The highest hole mobility was observed for the lowest source temperature. However, the resistivity of the CdTe films was found increasing with the increase of source temperature. Thus, the CdTe thin film deposited at 650 °C showed better electrical properties for solar cell applications.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"30A 5","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72750712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Md. Ochiuddin Miah, Sakib Shahriar Khan, Swakkhar Shatabda, D. Farid
{"title":"Improving Detection Accuracy for Imbalanced Network Intrusion Classification using Cluster-based Under-sampling with Random Forests","authors":"Md. Ochiuddin Miah, Sakib Shahriar Khan, Swakkhar Shatabda, D. Farid","doi":"10.1109/ICASERT.2019.8934495","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934495","url":null,"abstract":"Network intrusion classification i n t he imbalanced big data environment becomes a significant and important issue in information and communications technology (ICT) in this digital era. Presently, intrusion detection systems (IDSs) are commonly using tool to detect and prevent internal and external network attacks/intrusions. IDSs are majorly bifurcated into host-based and network-based systems, and use pattern-matching techniques to detect intrusions that known as misuse-based intrusion detection system. Machine learning (ML) and data mining (DM) algorithms are widely using for classifying intrusions in IDS over the last few decades. One of the major challenges for building IDS employing machine learning and data mining algorithms is to improve the intrusion classification accuracy and also reducing the false-positive rate. In this paper, we have introduced a new method for improving detection rate to classify minority-class network attacks/ intrusions using cluster-based under-sampling with Random Forest classifier. The proposed method is a multi-layer classification approach, which can process the highly imbalanced big data to correctly identify the minority/ rare class-intrusions. Initially, the proposed method classify a data point/ incoming data is attack/ intrusion or not (like normal behaviour), if it’s an attack then the proposed method try to classify attack type and later sub-attack type. We have used cluster-based under-sampling technique to deal with class-imbalanced problem and popular ensemble classifier Random Forest for addressing overfitting problem. We have used KDD99 intrusion detection benchmark dataset for experimental analysis and tested the performance of proposed method with existing machine learning algorithms like: Artificial N eural Network (ANN), naïve Bayes (NB) classifier, Random Forest, and Bagging techniques.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"84 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74749510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohammad Tausiful Islam, M. Hossain, Rezawl Karim Reza, Anik Nath
{"title":"IoT Based Automated Solar Irrigation System Using MQTT Protocol In Charandeep Chakaria","authors":"Mohammad Tausiful Islam, M. Hossain, Rezawl Karim Reza, Anik Nath","doi":"10.1109/ICASERT.2019.8934504","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934504","url":null,"abstract":"Agriculture represents a significant index in the evaluation of rural areas of Bangladesh. In order to increase the productivity of crops, a smart irrigation system is needed. Using GSM and IoT technologies, the proposed system makes the agricultural cultivation process more automated. The IoT technology makes the irrigation system capable of monitoring the field and taking the decision to irrigate automatically. The power generated from the solar PV system is the main power source of the proposed system. The sensor is installed on the agricultural field which is frequently sensing the water level. Without visiting the agricultural field, farmers can get information about the water level. When low moisture is detected, then motor is turned on and when moisture is normal then motor is turned off. After that, it sends data to GSM module sim900A which gets information about the motor in the farmer’s cellular phone. To transmit and receive the sensor information, Message Queuing Telemetry Transport (MQTT) system is used in the project. By detecting the status of Soil Moisture Content, GSM module controls the water pump status and displays the condition of Soil Moisture Content through a server or mobile application.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"8 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72915610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Design of Twenty-One Level Modular Multilevel Converter Using a Three-level Submodule Block","authors":"Ashraf Siddiquee, S. Munira, M. S. Reza","doi":"10.1109/ICASERT.2019.8934503","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934503","url":null,"abstract":"In this paper, a modular multilevel converter of twenty one level is designed by using a three level submodule block. The submodule block can be half-bridge or full bridge. In a half bridge submodule block, the switching configuration is more efficient than the full bridge submodule block. But there is problem of DC fault current. Half bridge submodule block is not capable of blocking the DC fault current. In this paper, we have designed such kind of submodule block which is a combination of half bridge and flying capacitor. A capacitor which is floating with the half bridge circuit that is called flying capacitor. We have designed many modular multilevel converters of different levels using this submodule block but the twenty one level modular multilevel converter gives the best output. A simple control mechanism is implemented in this design. So, our proposed design of modular multilevel converter is simple and it shows better performance.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"1 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77118717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Mamun, Md. Sohag Hossain, M. Hossain, Md. Galib Hasan
{"title":"Discretion Way for Bleeding Detection in Wireless Capsule Endoscopy Images","authors":"A. Mamun, Md. Sohag Hossain, M. Hossain, Md. Galib Hasan","doi":"10.1109/ICASERT.2019.8934589","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934589","url":null,"abstract":"In the case of modern diagnosis technology, WCE (Wireless Capsule Endoscopy) is one of the most efficient and effective technologies for the diagnosis of Gastrointestinal tract noninvasively such as bleeding in intestine areas. Since the duration of the WCE video is so long, it contains a large number of images. Consequently, it makes a huge burden for the physicians to recognize affected portion in the real required time and it is the main obstacle for using the WCE in the wider application. For releasing the extra burden of the clinicians, we have proposed a novel automatic computer-aided system for detecting bleeding in the GI tract. In our proposed method, we have applied some special preprocessing for obtaining the required informative portions of blood. A noble Weighted k-Nearest-Neighbor (WKNN) classifier has applied for separating distinct object with some statistical features in HSV color space. We have successfully achieved accuracy 98.8%, sensitivity 99%, specificity 99%, precision 95%, negative predicted value 99% and F1 score 97% after extensive experiment which will outperform some of the existing researches. More importantly, its computational time is very compared to others.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"163 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79772974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compensation of Frequency Fluctuation in a Single Area Power System Using LQR-VC","authors":"Fariya Tabassum, M. S. Rana","doi":"10.1109/ICASERT.2019.8934675","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934675","url":null,"abstract":"To maintain the power system stability frequency fluctuation should be eliminated within the shortest possible time. A new control scheme combining linear quadratic regulator (LQR) along with a vibration compensator (VC) is proposed in this paper for the robust control of frequency fluctuation due to load variation in a single area generating system. The proposed LQR controller is used for compensation of error deviation and the augmented VC to damp the frequency fluctuation. To demonstrate the effectiveness of the proposed LQR-VC controller its performance is contrasted with the automatic generation control (AGC) scheme, existing PID, and LQR controller.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"39 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75687490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Md. Eusha Kadir, Pritom Saha Akash, A. Ali, M. Shoyaib, Zerina Begum
{"title":"Evidential SVM for binary classification","authors":"Md. Eusha Kadir, Pritom Saha Akash, A. Ali, M. Shoyaib, Zerina Begum","doi":"10.1109/ICASERT.2019.8934772","DOIUrl":"https://doi.org/10.1109/ICASERT.2019.8934772","url":null,"abstract":"Support Vector Machine (SVM) is one of the most popular supervised learning methods for its better performances over diversified applications. SVM constructs a maximum-margin hyperplane and predicts the class of a new incoming data point based on that hyperplane. However, the hyperplane may not give a reliable decision in some cases specially when the training data is imprecise and noisy. To improve this situation, we propose an evidence based binary SVM classifier (EbSVM) where we first identify the sources of information (SoI) and propose a method to generate mass value from these SoIs. Finally, we combine these mass values using DS theory of evidence. An experiment over six benchmark datasets illustrates that EbSVM significantly performs better than the existing state-of-the-art methods.","PeriodicalId":6613,"journal":{"name":"2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)","volume":"35 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81073761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}