Title	::	Comparative Study on Approaches of Data Masking
Country	::	India
Authors	::	Mridul Chavan || Ketki Joshi || Vidhya Chaudhary || Ilu Mandaliya || Supriya Mandhare
Page	::	01-06

In today's scenario, data is the most valuable commodity for every organization and securing organizational data is a top concern of the IT industry. The top data security issues are external attacks, lack of accountability, vulnerabilities in the system, data breaches. To tackle them, algorithms and mechanisms are set up for providing security from threats outside the organization, but data is left vulnerable to insider attacks. Data within an organization is accessed based on the privileges and access levels but this does not ensure complete data security from the breaches and passive attacks. Data is constantly moving from one environment to the other, that is, from production environment to non- production environment for testing, data interpretation and analysis, data warehousing, mining and other research purposes. This paper proposes the idea of masking the non-production data which contains personally identifiable information (PII) and at the same time maintaining compliance with various government policies and regulations. The aim is not just simple masking of the data but obfuscating the real data with a pattern that appears realistically similar to the real data. This paper illustrates the static and dynamic masking approaches to data..

 

Keywords: - data masking, dynamic data masking, insider attacks, organizational data security, static data masking

[1] Data Masking Best Practice, Oracle White Paper, June 2013. [2] G Sarada, G Manikandan, Dr.N. Sairam,"A Few New Approaches to Data Masking", International Conference on Circuit , Power and Computing Technology 2015. [3] Min Li, Zheli Liu, ChunfuJia ,Zongqing Dong, "Data Masking Generic Model",Fourth International Conference on Emerging Intelligent Data and Web Technologies 2013. [4] Osama Ali and AbdelkaderOuda, "A Classification Module in Data Masking Framework for Business Intelligence Platform in Healthcare", IEEE, 2016. [5] S.Selvakumar and M. Mohanapriya, "Securing Cloud Data in Transit using Data Masking Technique in Cloud Enabled Multi-Tenant Software Service", Indian Journal of Science and Technology, vol. 9, no. 20, 2016

Title	::	Spring Mvc E-Cops Enforcement Portal
Country	::	india
Authors	::	Sanket S. Karshinkar || Prajakta R. Kharat || Apurva S. Bhagat || Neha Singh
Page	::	07-11

E-Cops Enforcement Portal aim at Centralizing Information Management in Crime for the purpose of fast and efficient sharing of critical information across all the police station. Citizens in India are not convenient going to a police station to submit a case because of many reasons like fear from criminals, lack of time or ignorance. Therefore many of the cases are not registered in police station and lots of filed cases are not investigated due to lack of proper evidences and cooperation of public. This application will provide a platform for public to report about crime to nearest police station without any fear. This method will be helpful to general public and police to provide better services for public at the same time using this application process work can be easily monitored by higher authorities. E-Cops is Web based application which will be available for every citizen to lodge a complaint and report a crime even when user is in move. At Present Police department is following manual procedure.

Keywords:FIR, RTI, FIR TRACKING,CRIME RECORD MANAGEMENT

[1] Sumit R. Farsole and Shreyas B. Kene, E-Police Police Record Management System, International Journal on Recent and innovation trends in computing and communication, voume- 2, Issue-3 ,March 2014 ISSN:2321-8169 [2] Andrew Muyanja, Paul Isaac Musasizi, Catherine Nassimbwa,,Requirements engineering for the uganda police force crime records management system.,2013 [3] Archana Iyer, Prachi K., Sagar Gathoo, Nikhil Surpam, E-Police system- fir registration and tracking through android application, international journal of advances in electrical power system and information technology (ijaepsit),volume-2,issues-2,2016 [4] Federico Neri Paolo Geraci , Gianluca Sanna Liviana Lotti , Online Police Station a state-of-the-art Italian Semantic Technology against cybercrime" international journal of Advances in Social Network Analysis and Mining,2009 [5] Osman Nasr , Enayat Alkhider, Online Complaint Management System , International Journal of Innovative Science, Engineering & Technology, Vol. 2 Issue 6, June 201.

Title	::	Emg Controlled Prosthetic Limb
Country	::	India
Authors	::	Mayur Dhonde || Yogesh Gaikwad || Omkar Phadke || Deepesh Povalekar || Niranjan Samudre
Page	::	12-15

The EMG Controlled Prosthetic Limb is an electromechanical device which can be used by amputees to perform their daily physical activities with ease. The system consist of EMG Electrodes which are attached to the body of the user, a signal processing unit to convert the signal into usable form, a microcontroller to analyse the signal received from signal processing unit and then send a signal to servo motor unit present in the prosthetic limb to perform motion accordingly. The circuitry is powered by batteries. The signal processing unit consists of Instrumentation Amplifier and Band Pass Filter

 

Keywords: - EMG Electrodes, Instrumentation Amplifier, Band Pass Filter, Isolation Amplifier, Servo Motors And Prosthetic Limb

[1] Ling Liu, iang Chen, Zhiyuan Lu, Shuai Cao, De Wu and Xu Zhang, "Development of an EMG-ACC-Based Upper Limb [2] Rehabilitation Training System", IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, VOL. 25, NO. 3, MARCH 2017 [3] Ali H. Al-Timemy, Member, IEEE, Rami N. Khushaba, Member, IEEE, Guido Bugmann, and Javier Escudero, Member, IEEE, [4] "Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for [5] Transradial Amputees", IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, VOL. 24, NO. 6, JUNE 2016

Title	::	Building Effective Association Amongst The Academia World And Industry World
Country	::	India
Authors	::	Mahendra Patil || Dr. Mamta Meena ||Deepali Maste || Rajendra Deshpande || Dr. S. P. Kallurkar
Page	::	16-20

Academia and industry share a collegial relationship. Academia produces graduates who are captivated by the industries in the end. The quality of research works from different Universities are too worthy to be taken by the industries and convert those highly engrossing research works into products and services. The academia and industry are like two sides of a coin supporting each other's existence but there always existed a gap between the two spheres. The obstacles seems to be unseen till a point is reached where a graduate is asked to meet the industry requirements all at once. The academia must start giving training in an industrial perspective. The academia must go hand in hand with the industry in knowing the latest technology updates or ideas, job nature in industry, which all can be accomplished with a small regulation in the curriculum to meet industry requirements thereby moulding the graduate to compete with the outside industry world.

 

Keywords -Academic Research, Industry Research, Government Research, SWOT Analysis.

[1] Colm OKane, Bridging the Gap Between Academics and Industry, Proceedings of INTED2010 Conference. Valencia, Spain. 8-10 March, 2010. [2] Vijayalakshmi M., Desai P. D., Joshi G. H., An Attempt to Bridge the Gap Between Industry and Academia- An Experience. In: Natrajan R. (eds) Proceeding of the International Conference on Transformation in Engineering Education. Springer, New Delhi. Print ISBN: 978-81-322-1930-9, Online ISBN: 978-81-322-1931-6, 2015 [3] Partha Dasgupta and Paul A. David, Toward A New Economics of Science, Research Policy 23(5), DOI: 10. 1016/0048-7333(94)01002-1,1994 [4] Anietie E. Efi, Synergy between Academic Research and Industrialization: The Search for Development in Nigeria, Human Resource Management Research,p-ISSN: 2169-9607, e-ISSN: 2169-9666, doi:10.5923/j.hrmr.20140403.0, 2014; 4(3): 69-74 [5] David Connell, Bridging the Gap between Academic Researchers and Industrial Corporations, Industrial Management & Data Systems, Vol. 87 Issue: 1/2, pp.19-24, https://doi.org/10.1108/eb057467, 1987

Title	::	Advance Mechanized Metro Train
Country	::	India
Authors	::	Bomdar Bagra || Vinay Kesharwani || Neeraj Singh || Roheet Khambe || Niranjan Samudre
Page	::	21-24

The project is a prototype project and this project is to demonstrate the technology used in all advance metro train system. However, the technology is already adapted in most of the developed countries. The additional features have been added in this project electronically and mechanically as well, so to achieve high safety, quick delivery without any traffic congestions. The train runs between two predefined stations without having any driver inside in it. The most significance attributes of this prototype project is its safety system. This project makes use of microcontroller AT-Mega 328p as central processing unit which control every functions of the train. This Advance Mechanized Metro Train perform automatic open and closing of door in each station and collision avoidance whenever the two train lies on the same track. The train is highly sensitive to any obstacle that comes into the track. The train will automatically stop when any obstacle is detected to prevent from being happening of any casualties..

 

Keywords - Block Diagram, Circuit Diagram, Working Principle.

[1] V. Sridhar, "Automated System Design for Metro Train", IEEE journal on Railway survey & Innovation in Railway system", vol. 1, September 2012. [2] Rupal Jain, "Auto Metro Train to Shuttle between Stations Using Capacitive Switch cum Sensor Made of Waste Material for Limiting the Number of Passengers"IEEE journal on Automated & Innovation in Railways system. Vol. 02, May 2015. [3] Y.K. Seng, "Automated Metro–Ensuring Safety and Reliability with Minimum Human Intervention", IEEE journal on Auto Metro Safety System. vol. 02, February 2013. [4] R.HariSudhan, M. Ganesh Kumar, "Arduino Atmega 328p Microcontroller", IEEE journal on Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering. Vol. 3, Issue 4, April 2015. [5] B.V. Ramana, "Auto Metro Shuttle Between Stations", International journal on Research in Applied Science and Engineering Technology. Vol. 5, Issue 3, March 2017..

Title	::	Automatic Ques0tion Paper Generation
Country	::	India
Authors	::	Manas Jadye || Yash Keer || Prof. Smita Patil
Page	::	25-27

Generation of question papers through a question bank is an important activity in learning management systems and educational institutions. The quality of question paper is based on various design constraints such as whether a question paper assesses different problem solving skills, whether it covers all units from the syllabus of a course and whether it covers various difficulty levels. The basic idea is by using some constraints namely question paper format, coverage of syllabus, coverage of difficulty levels and also it is extensible to support any number of user defined constraints. Also, with the help of Microsoft Excel it becomes easier to upload bulk data. Preparing the exam questions is very challenging, tedious and time consuming for the instructors. Thus we put a solution to this problem as an Automatic Question Paper Generation. From the above constraints the question paper will be generated automatically . The final paper will be stored as Word file. The generated question paper will be then mailed to the respected institutes before the exam in PDF format

Key words: - Data Mining, Knapsack Algorithm, Question Paper Format, Question Paper Generation

[1] Ming Liu, Rafael A. Calvo and VasileRus, "Automatic Question Generation for Literature Review Writing Support" (2010). [2] SurbhiChoudhary, Abdul Rais Abdul Waheed, ShrutikaGawandi and Kavita Joshi, "Question Paper Generator System," International Journal of Computer Science Trends and Technology, issue 5, Sept – Oct 2015. [3] SheetalRakangor and Dr. Y. R. Ghodasara, "Literature review of Automatic Question Generation System", IJSRP, Issue 1, pp.346-350, Jan 2015. [4] Mojitha Mohandas, AishwaryaChavan, RasikaManjarekar, DivyaKarekar "Automated Question Paper Generator System" International Journal of Advanced Research in Computer and Communication EngineeringVol. 4, Issue 12, December 2015. [5] Fenil Kiran Gangar, Hital Gopal Gori, Ashwini Dalvi "Automated Question Paper Generator System" International Journal of Computer Application,(0975 – 8887) Volume 166, Issue 10, May 2017.

Title	::	Paisheya-The Object Tracker
Country	::	India
Authors	::	Hemal Oza || Ishit Sanghvi || Parth Hingu || Yash Gandhi || Chanda Chouhan
Page	::	28-30

An efficient object tracking system calle, Paisheya,is designed and implemented for tracking the movement of any equipped object from any location at any time. The proposed system made good use of a popular technology that combines a Smartphone application with a microcontroller. This will be easy to make and inexpensive compared to others. The designed in-object device works using Global Positioning System (GPS) and Global system for mobile communication / General Packet Radio Service (GSM/GPRS) technology that is one of the most common ways for object tracking. The device is embedded inside a object whose position is to be determined and tracked in real-time. A microcontroller is used to control the GPS and GSM/GPRS modules. The object tracking system uses the GPS module to get geographic coordinates at regular time intervals. The GSM/GPRS module is used to transmit and update the object location to a database. A Smartphone.

 

Keywords - Paisheya, Object Tracker, GSM, GPS

[1] Anson Alexander, "Smartphone Usage Statistics 2012,", available at: http://ansonalex.com/infographics/smartphone-usage-statistics-2012-infographic [2] Cyber Travel Tips, "Statistics of Missing Child In Malaysia", available at: http://www.thecavellgroup.com/downloads/ Kidnapping- TheGlobalEpidemic.pdf [3] Ghaith Bader Al-Suwaidi, Mohamed Jamal Zemerly, "Locating friends and family using mobile phones with global positioning system (GPS),"IEEE/ACS International Conference on Computer Systems and Applications, 2009. [4] Almomani, I.M., Alkhalil, N.Y., Ahmad, E.M., Jodeh, R.M.,"Ubiquitous GPS object tracking and management system," 2011 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT), pp.1-6, 6-8 Dec. 2011. [5] Chandra, A., Jain, S., Qadeer, M.A., "GPS Locator: An Application for Location Tracking and Sharing Using GPS for Java Enabled Handhelds," 2011 International Conference on Computational Intelligence and Communication Networks (CICN), pp.406-410, 7-9 Oct.2011

Title	::	Speaking System For Mute
Country	::	India
Authors	::	Padmakshi Bhat || Aamir Ansari || Sweden D'silva || Abhilasha Baphna
Page	::	31-36

Human Computer Interaction pushes ahead in the field of communication through signing translation. Gesture based communication Interpretation framework is a decent method to help the hearing impeded individuals to associate with typical individuals with the assistance of PC. Vision based hand signal acknowledgment framework have been talked about as hand plays crucial correspondence mode. Thinking about prior announced work, different procedures accessible for hand tracking, segmentation, feature extraction and classifications are listed. The aim of this system is to enable the correspondence of two to individuals, one speaking weakened and one with no speaking inabilities by changing over speech to finger sign and finger sign to speech. Finger sign (Gesture) is a subset of Sign Language and utilizes finger signs to spell expressions of the talked or composed dialect. By proficient utilization of PC vision and pattern recognition, it is conceivable to deal with such framework which will be characteristic and acknowledged as a rule..

Keywords – Contour Extraction, Grey Scaling, Hand Gesture Recognition, Segmentation, Skin Color Detection.

[1] Jianyu Yang, Chen Zhu, Junsong Yuan, Real-Time Hand Gesture Recognition Via Finger Emphasized Multi-Scale Description, Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) 2017. [2] Zhi-hua Chen, Jung-Tae Kim, Jianning Liang,Jing Zhang and Yu-Bo Yuan, Real-Time Hand Gesture Recognition Using Finger Segmentation, Hindawi Publishing Corporation,The Scientific World Journal, Article ID 267872,Volume 2014. [3] Dharani Mazumdar, Anjan Kumar Talukdar & Kandarpa Kumar Sarma, A colour finger tip-based tracking method for continuous hand gesture recognition, International Journal of Electronics Signals and Systems, Vol-3, Iss-1, 2013. [(IJESS), ISSN: 2231- 5969] [4] Manasa Srinivasa H S, Suresha H S, Implementation of Real Time Hand Gesture Recognition, International Journal of Innovative Research in Computer and Communication Engineering, Vol. 3, Issue 5, May 2015. [ISSN(Online): 2320-9801 ISSN (Print): 2320-9798] [5] Nayana P B, Sanjeev Kubakaddi, Implentation of Hand Gesture Recognition Technique for HCI Using Open CV, International Journal of Recent Development in Engineering and Technology, Volume 2, Issue 5, May 2014.Website: www.ijrdet.com [ISSN (Online): 2347 – 6435]

Title	::	Electromagnetic Space Laucher
Country	::	India
Authors	::	Abrar A Khan || Gaurav Valanju || Akshay Surdas || Sonam Kandalgaonkar
Page	::	37-40

An electromagnetic space launcher was designed to boost large models. In this project we are trying to develop a strong electromagnetic field to boost a specific package into the space which can be satellite or launcher missile.EML(electromagnetic launcher) was first design by NASA for satellite launch but this project was just on paper as there are also some of the limitations accorded. We are trying to develop a launching pad which cans boos a filament in a specific direction with the help of electromagnetic field. With the help of some of the references and the literature review on this paper project can be developed practically so that we can replace the conventional method of space launcher as huge amount of fuel is used. By electromagnetic space launcher; fuel which is used in conventional method can be saved as this is a main intention of this project.

 

Keywords - Microcontroller89S15,Keypad,Control,Switch,LCD,Amplifier,Transistor,BC54725,BuzzerRelayBattery(12V),Bridge Rectifier, Step Down Transformer

[1] http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=22590 [2] https://upload.wikimedia.org/wikipedia/commons/5/58/Maglifter_Mankins.pd [3] Nirmal.A.S1, Romanuse.R,UG Scholar," ELECTROMAGNETIC ROCKET LAUNCHER", International Journal of Emerging Technology in Computer Science & Electronics (IJETCSE) ISSN: 0976-1353 Volume 7 Issue 1 –MARCH 2014. [4] John C. Mankins," Electromagnetic Propulsion in Reducing the Cost of Space Launch", 39th Joint Propulsion Conference and Exhibit June 27-29, 1994 / Indianapolis, IN. [5] Alexander Bolonkin, M. Krinker," Magnetic Space Launcher", C&R, 1310 Avenue R, #F-6, Brooklyn, NY 11229, USA (718) 339-4563, Member of Advisory Board of Department of Electrical Engineering, City College of Technology, CUNY, New York.

Title	::	Exam Cell Automation System
Country	::	India
Authors	::	Prof.Sejal Dmello || Ashraf Pinjari || Harishchandra Damre || Aishwarya Sankhe || Vrushali Ambre
Page	::	41-43

Currently Exam cell activity mostly includes a lot of manual calculations and is mostly paper based. The project aims to bring in a centralized system that will ensure the activities in the context of an examination that can be effectively managed. This system allows students to enroll themselves into the system by registering like by providing their Enrollment number, Name, email, examination, semester, etc. Examination Cell Automation System is developed for the college to simplify the activities of Staff and Students .It facilitates to access the examination information of a particular student in a particular department. The information is stored into the database,which will be provided by the teacher for a respective student. Here the admin updates the student details, staff details and can add or delete them.

 

Keywords - Automated, Database, Email, Exam Cell, Result Generation.

[1] Prof.Nilesh Patil, "XamClick- Exam Cell Automation System", in IJARCSSE Journal ,Vol.6, pp:304-307, March 2016. [2] Prof.Varsha Vijaykumar, "Automated Examination Support System", in International Journal of Current Engineering and Technology, Vol.5, pp:754-757, March 2015. [3] IEEE: http://ieeexplore.ieee.org/ [4] http://www.asp.net [5] http://www.w3schools.com

Title	::	Smart Trolley In Malls
Country	::	India
Authors	::	Premprakash Pal || Harshada Sonawane || Mahalaxmi Palinje
Page	::	44-48

Nowadays purchasing and shopping at big malls is becoming a daily activity in metro cities. Customer in shopping malls are facing problems like pulling heavy trolley from rack to rack for collecting items and after total purchase customer needs to go to billing counter for payments. At the billing counter the cashier prepares the bill using bar code reader which is a time consuming process and results in long queues at billing counters. To overcome these problems, a microcontroller based system is proposed which is totally automatic. The system will be placed in all the trolleys. It aims to reduce the long queues at billing counter by scanning the product by customer before placing it in the trolley and displaying the total amount of bill and the quantity of product scanned on the spot. This proposed system follows the customer while shopping and maintains the safe distance between customer and itself.

 

Keywords - Bluetooth module, Obstacle sensor, Ultrasonic sensor, Zigbee Technology.

[1] Sudhir rao Rupanagudi, Fathima Jabeen, Vaishnav Ram Savarni K R, Sindhu Adinarayana, Vinay K Bharadwaj, Karishma R, Varsha [2] G. Bhat, "A Novel Video Processing based Cost Effective Smart Trolley System for Supermarkets using FPGA" 2015 International Conference on Communication, Information & Computing Technology (ICCICT), Jan 16-17, Mumbai, India. [3] Aniket Wani, "RFID Based Intelligent Trolley system using ZIGBEE", International Journal of Engineering & computer science, volume No.4. Issue 3, March 2014. pp: 10886-10889. [4] Zeeshan Ali, Reena Sonkusare, "RFID Based Smart Shopping and Billing", International Journal of Advanced Research in Computer and Communication Engineering, Volume 2, Issue 12, December 2013. [5] Galande Jayshree, Rutuja Gholap, Preeti Yadav, "RFID Based Automatic Billing Trolley", International Journal of Emerging Technology and Advanced Engineering Volume 4, Issue 3, March 2014..

Title	::	Impact of IOT on Education System
Country	::	India
Authors	::	Priya Borade || Sandesh Borade
Page	::	49-51

In current era of digital revolutions, IOT Techniques of educations helped to increase the scope of education, literacy percentage and interest of education in students. It will be economical model for students, working humans. This is Transformation of education from physical -> Video conferencing -> IOT. Traditional education is currently physical one to one teaching and learning model in which both the physical entities has to available and It will be conducted for that during the specific timings. Various ways has been initiated to educate people and make more people literate but there are limitations due to various factors such as money, time availability, physical presences etc. In this paper we have focused on the applications and benefits of the IOT over the traditional education system...

 

Keywords -IOT, Traditional education system, Student.

[1] Juhi Bhatt1 and Anurag Bhatt2, IoT Techniques to Nurture Education Industry: Scope & Opportunities, International Journal on Emerging Technologies, 128-132(2017)

Title	::	Ethics: A Doctrine Essential For Humanity
Country	::	India
Authors	::	Rajendra Mahajan
Page	::	52-55

Ethics are very essential in each and every profession to save humanity. Engineering is no exception to this theory as it is an important and learned profession. It is expected everywhere to show highest level of professionalism. While following the professionalism one should not neglect the ethics for the benefit of self and the employer. The ideas and projects of engineers have a direct and crucial impact on the quality of life for all people. Accordingly, the services provided by engineers require honesty, impartiality, fairness, and equity, and must be dedicated to the protection of the public health, safety, and welfare. This paper aims to focus on the ethics and to generate the feelings of moral responsibility towards the society..

 

Keywords - Ethics, Professionalism, Humanity, Moral etc..

[1] Martin, Mike & Schinzinger, Ronald: Ethics in Engineering, 3rd Ed. McGraw Hill [2] Doherty, R. F., & Purtilo, R. B. Ethical dimensions in the health professions. Elsevier [3] Health Sciences, (2015). [4] Foye, S. J., Kirschner, K. L., Wagner, L. C. B., Stocking, C., & Siegler, M.. Ethical issues in [5] rehabilitation: A qualitative analysis of dilemmas identified by occupational therapists. Topics

Title	::	Recommendation System Using Product Rank Algorithm For E-Commerce
Country	::	India
Authors	::	Urvesh Rathod || Prof. Aruna Pavate || Vaibhav Patil
Page	::	56-61

Evolution of E-commerce in today's scenario is deliberately growing, and in order to boost client's sales and stay ahead of the competition, it is important to get on with online shopping trends and understand customer's needs. Shopping websites have shown atremendous rise in product availability on the website in past few years. This arises a problem of exploding databases. Websites use many data mining algorithms and recommendation system but still, users might or might not get the best product for their search which results in declination of customer experience. Minimizing the search results to optimality and integrating products from multiple websites can economize time and customer's experience. Moreover, no shopping website has price tracking and prediction algorithm for thecustomer. Our System tends to provide customers with rich and expensive products from all available shopping websites at thecheapest price of their choice without using manual filters, with the help.........

 

Keywords - E-commerce,Web spider, Crawler, Product Rank Algorithm (PDR), Recommendation System.

[1] https://www.export.gov/article?id=India-e-Commerce Accessed on (08th August 2017) [2] https://www.ibef.org/industry/ecommerce.aspx Accessed on (07th December 2017) [3] Buyhatke- https://compare.buyhatke.com/ 29 January 2017 [4] Urvesh Rathod, Aruna Pavate, Vaibhav Patil, "Smart Search Engine using Product Rank Algorithm for E-Commerce". 2018 3rd International Conference for Convergence in Technology (I2CT), pp.1-5, 2018. [5] Ashish Jain, Rajeev Sharma, Gireesh Dixit, Varsha Tomar," Page Ranking Algorithms in Web Mining, Limitations of Existing methods and a New Method for Indexing Web Pages", International Conference on Communication Systems and Network Technologies, 978-0-7695-4958-3/13 IEEE DOI 10.1109/CSNT.2013.137, pp.640-645, 2013.

Title	::	A Review on Trajectory Data Mining
Country	::	India
Authors	::	Komal Gothwal || Varsha Salunkhe || Ashmita Shetty || Dimple Bafna
Page	::	62-69

Fast progress of area procurement innovations supports the age of trajectory information, which track the hints of moving articles. A trajectory is ordinarily spoken to by a succession of timestamped geological areas. A wide range of utilizations can profit by the trajectory information mining. Bringing remarkable openings, vast scale trajectory information likewise posture incredible difficulties. In this paper, we overview different uses of trajectory information mining, e.g., way disclosure, area expectation, development conduct examination, et cetera. Besides, this paper surveys a broad accumulation of existing trajectory information mining methods and talks about them in a system of trajectory information mining. This structure and the overview can be utilized as a rule for planning future trajectory information mining arrangements..

 

Keywords - Big data applications, Data mining techniques, Trajectory data mining.

[1] H. Jeung, H. Lu, S. Sathe, and M. L. Yiu, ''Managing evolving uncertainty in trajectory databases,'' IEEE Trans. Knowl. Data Eng., vol. 26, no. 7, pp. 1692–1705, Jul. 2014. [2] R. G. Baraniuk, ''More is less: Signal processing and the data deluge,'' Science, vol. 331, no. 6018, pp. 717–719, Feb. 2011. [3] S. Liu, J. Pu, Q. Luo, H. Qu, L. M. Ni, and R. Krishnan, ''VAIT: A visual analytics system for metropolitan transportation,'' IEEE Trans. Intell. Transp. Syst., vol. 14, no. 4, pp. 1586–1596, Dec. 2013. [4] H. Su et al., ''Making sense of trajectory data: A partition-and-summarization approach,'' in Proc. 31St IEEE Int. Conf. Data Eng. (ICDE), Seoul, South Korea, Apr. 2015, pp. 963–974. [5] K. Zheng, Y. Zheng, N. J. Yuan, and S. Shang, ''On discovery of gathering patterns from trajectories,'' in Proc. 29th IEEE Int. Conf. Data Eng. (ICDE), Brisbane, QLD, Australia, Apr. 2013, pp. 242–253

Title	::	A Review on Ocr Systems
Country	::	India
Authors	::	Shantanu Wagh || Prasad Shetty || Kunal Sonawane || Vivek Sharma ||Varsha Salunkhe
Page	::	70-74

OCR (optical character recognition) started long back and has evolved step by step to a much better and efficient system today. Several different approaches were used to recognize the patterns of the characters. These approaches were later developed and a new OCR machine emerged with each development promising more accuracy and speed with capacity of extracting different types of characters and shapes at a time. There are many articles published on OCR from the past few decades and many commercially available OCR are available too. In this review we are going to highlight the history and various techniques used throughout the entire course of OCR evolution and development.

 

Keywords - Binarization, Dots Per Inches, Grayscale, OCR Training, Optical Character Recognition.

[1] Miss. Pooja Chavre, Dr Archana Gotkar, Scene Text Extraction using Stroke Width Transform for Tourist Translator on Android Platform, International Conference on Automatic Control and Dynamic Optimization Techniques (ICACDOT) International Institute of Information Technology (I²IT), Pune, 9-10 Sept. 2016 [2] Hiral Modi, M. C. Parikh, A Review on Optical Character Recognition Techniques, International Journal of Computer Applications (0975 – 8887) Volume 160 – No 6, February 2017 [3] Sukhpreet Singh, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 2, Issue 6, June 2013. [4] N. Venkata Rao, Dr. A.S.C.S. Sastry, A.S.N. Chakravarthy, Journal of Theoretical and Applied Information Technology 20th January 2016, Vol.83. No.2 [5] Ms. Sonali. B. Maind, Ms. Priyanka Wankar, Research Paper on Basic of Artificial Neural Network, International Journal on Recent and Innovation Trends in Computing and Communication, ISSN: 2321-8169 Volume: 2 Issue: 1.

Title	::	Image Classification By Combining Wavelet Transform And Neural Network
Country	::	India
Authors	::	Jyoti Kolap || Jay Solanki ||Avinash Sharma || Bhavya Shah || Aditya Sawale
Page	::	75-79

In present-day classification of multi-class image play an important role in engineering and computer vision application like image processing in biomedical, retrieval of content based image. From some past years researchers and scientists have made a lot of efforts in the implementation of an advanced image classification approaches. Image classification is one of the classical problems of concern in image processing. Image classification is both challenging as well as important task. There are various approaches for solving this problem. In this proposed method our objective is to successfully classify an image from given large image database. Image features which contained most important information for successful classification are extracted by using Haar wavelet and Daubechies wavelet (db4) wavelet discrete Mayer wavelet (demy).In this proposed method received image features are first used with ANN for training and testing and then used same image features of different wavelet transform for KNN training testing. Finally, we evaluate the performance of both ANN and KNN classifier with different wavelet Features. Highest classification efficiency is received by Dmey based ANN classifier.

 

Keywords - ANN(Artificial neural network),Image classification, KNN(K Nearest neighbours),wavelet transform.

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