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Conference Object Informatics Engineering Education in Turkey and Expectations of Software Industry;(Institute of Electrical and Electronics Engineers Inc., 2018) Yazici,A.; Mishra,A.; Karakaya,Z.; Ustunkok,T.In this study, using the ÖSYM data, the number of intakes in Informatics Engineering programs in Turkey, accreditation data and the medium of instruction of the program are summarized for the years 2016 and 2017. In addition, the software sector's expectations from the informatics engineering graduates are reassessed based on the academic studies. The developed knowledge-skill gap set was used to evaluate the situation in Turkish informatics engineering programs. Sector expectations are discussed in the context of 2017-2019 Turkey Software Sector Strategy and Action Plan prepared by the Ministry of Science, Industry and Technology of Turkey and some proposals are made for the academia. As a result, it was observed that the expectations of the software industry were similar in all studies. Additionally, the expectations were changed in the direction of developing technologies and this change should be reflected in the informatics engineering programs. © 2018 IEEE.Conference Object Citation - Scopus: 3Radial Basis Function (rbf) Based on Multistage Autoencoders for Intrusion Detection System (ids)(Institute of Electrical and Electronics Engineers Inc., 2019) Kadhim,Y.; Mishra,A.In this paper, RBF-based multistage auto-encoders are used to detect IDS attacks. RBF has numerous applications in various actual life settings. The planned technique involves a two-part multistage auto-encoder and RBF. The multistage auto-encoder is applied to select top and sensitive features from input data. The selected features from the multistage auto-encoder is wired as input to the RBF and the RBF is trained to categorize the input data into two labels: attack or no attack. The experiment was realized using MATLAB2018 on a dataset comprising 175,341 case, each of which involves 42 features and is authenticated using 82,332 case. The developed approach here has been applied for the first time, to the knowledge of the authors, to detect IDS attacks with 98.80% accuracy when validated using UNSW-NB15 dataset. The experimental results show the proposed method presents satisfactory results when compared with those obtained in this field. © 2019 IEEE.Conference Object Citation - Scopus: 1Inventory System Transition Towards ERP(Institute of Electrical and Electronics Engineers Inc., 2019) Alansari,S.; Mishra,A.To do activities effectively and generate a value chain for organization competitiveness, it is required to run supply chain in best way by logistic services information system. Supply chains in the best way using logistic services information. Supply chain management has two purposes, first to deliver the product to the end users via multiple departments and, secondly, to deliver products to last customers because as it is beneficial to manage such product with coordination and monitoring everyday supply.To improve departments by equipping them with the best strategic information system, and to avoid all the associated risks its requires to have a specific system for inventory control. Therefore, the main goal of this paper is to illustrate the transition of the existing systems towards Enterprise Resource Planning (ERP). The study also proposes inception plans to develop the necessary software and search towards the best system by keeping in view many organizational constraints. To the end, a survey is carried out to measure the relationship between management models and organizational innovativeness in internal processes as part of the efforts towards adopting the new system planning. © 2019 IEEE.Conference Object Citation - Scopus: 2Systematic Mapping on Quality in Web Application Testing(Institute of Electrical and Electronics Engineers Inc., 2019) Akbulut,S.; Gebreyesus,Y.T.; Mishra,A.; Yazici,A.Similar to all other fields of study, assuring the quality of web applications is very important. With the aim of increasing web applications quality in testing, our task in this paper is to reflect on the results of the literature searches made in this area. The literature survey carried out in this study searches for studies in the area of quality in application testing and retrieves 1972 papers, published within the timeframe of 2006 and 2016. The publications are systematically identified, analyzed, and classified and an overview of the trends in this specialized field is presented. Systematic mapping is applied to review and structure the body of knowledge related to quality in web application testing. To conduct our study, we selected a set of 27 papers published in the area of quality in web application testing between 2006 and 2016. The results of this work can help other researchers to obtain an overview of the existing web application testing quality trends and approaches as well as to identify areas in the field that require more attention from research point of view. © 2019 IEEE.Conference Object Citation - Scopus: 4Agile and Quality: a Systematic Mapping Study(Institute of Electrical and Electronics Engineers Inc., 2019) Abdalhamid,S.; Mohammed,A.O.M.; Mishra,A.Recently, agile methodologies have been adopted in many application areas of developing software. Since the quality is an inherent factor of the right agile product development, so the use of agile leads to increase the quality of software. The objective of this study is to explore the quality that gained by adopting agile methods and how can be achieved. A systematic mapping study (SMS) is conducted to answer five research questions related to the study topic. © 2019 IEEE.
