Information and Communication Technology for Intelligent Systems: Proceedings of ICTIS 2018, Volume 1

729 Pages·2019·29.17 MB·English

by  Suresh Chandra Satapathy

Smart Innovation, Systems and Technologies 106
Suresh Chandra Satapathy · Amit Joshi   
Editors
Information and
Communication
Technology for
Intelligent Systems
Proceedings of ICTIS 2018, Volume 1
Smart Innovation, Systems and Technologies
Volume 106
Series editors
Robert James Howlett, Bournemouth University and KES International,
Shoreham-by-sea, UK
e-mail: [email protected]
Lakhmi C. Jain, Faculty of Engineering and Information Technology, Centre for
ArtificialIntelligence,UniversityofTechnology,Sydney,NSW,Australia;Faculty
ofScience,TechnologyandMathematics,UniversityofCanberra,Canberra,ACT,
Australia; KES International, Shoreham-by-Sea, UK
e-mail: [email protected]; [email protected]
The Smart Innovation, Systems and Technologies book series encompasses the
topics of knowledge, intelligence, innovation and sustainability. The aim of the
seriesistomakeavailableaplatformforthepublicationofbooksonallaspectsof
single and multi-disciplinary research on these themes in order to make the latest
resultsavailableinareadily-accessibleform.Volumesoninterdisciplinaryresearch
combining two or more of these areas is particularly sought.
Theseriescoverssystemsandparadigmsthatemployknowledgeandintelligence
inabroadsense.Itsscopeissystemshavingembeddedknowledgeandintelligence,
whichmaybeappliedtothesolutionofworldproblemsinindustry,theenvironment
and the community. It also focusses on the knowledge-transfer methodologies and
innovationstrategiesemployedtomakethishappeneffectively.Thecombinationof
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Highqualitycontentisanessentialfeatureforallbookproposalsacceptedforthe
series. It is expected that editors of all accepted volumes will ensure that
contributionsaresubjectedtoanappropriatelevelofreviewingprocessandadhere
to KES quality principles.
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⋅
Suresh Chandra Satapathy Amit Joshi
Editors
Information
and Communication
Technology for Intelligent
Systems
Proceedings of ICTIS 2018, Volume 1
123
Editors
SureshChandra Satapathy Amit Joshi
Schoolof Computer Engineering SabarInstitute of Technology
Kalinga Institute of IndustrialTechnology GujaratTechnological University
Bhubaneswar, India Ahmedabad, Gujarat, India
ISSN 2190-3018 ISSN 2190-3026 (electronic)
Smart Innovation,Systems andTechnologies
ISBN978-981-13-1741-5 ISBN978-981-13-1742-2 (eBook)
https://doi.org/10.1007/978-981-13-1742-2
LibraryofCongressControlNumber:2018949057
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Preface
This SIST volume contains the papers presented at the ICTIS 2018: Third Inter-
nationalConferenceonInformationandCommunicationTechnologyforIntelligent
Systems. The conference was held during April 6–7, 2018, in Ahmedabad, India,
and organized by Global Knowledge Research Foundation, Raksha Shakti
University, and Computer Engineering Division Board—the Institution of Engi-
neers (India)—supported by Gujarat Innovation Society and Gujarat Council of
Science and Technology. It will target state-of-the-art as well as emerging topics
pertainingtoICTandeffectivestrategiesforitsimplementationinengineeringand
intelligentapplications. The objective of this international conference istoprovide
opportunities for the researchers, academicians, industry persons, and students to
interact and exchange ideas, experience, and expertise in the current trend and
strategies for information and communication technologies. Besides this, partici-
pants will also be enlightened about the vast avenues and current and emerging
technological developments in the field of ICT in this era and its applications will
be thoroughly explored and discussed. The conference is anticipated to attract a
large number of high-quality submissions and stimulate the cutting-edge research
discussions among many academic pioneering researchers, scientists, industrial
engineers, students from all around the world and provide a forum to researchers;
proposenew technologies,share theirexperiences,anddiscussfuturesolutionsfor
designinfrastructureforICT;provideacommonplatformforacademicpioneering
researchers, scientists, engineers, and students to share their views and achieve-
ments; enrich technocrats and academicians by presenting their innovative and
constructive ideas; and focus on innovative issues at the international level by
bringing together the experts from different countries. Research submissions in
variousadvanced technology areas werereceived,andafter arigorouspeer review
process with the help of the program committee members and external reviewers,
72 papers were accepted with an acceptance rate of 0.23. The conference featured
many distinguished personalities like Narottam Sahoo, Advisor and Member Sec-
retary, GUJCOST, DST, Government of Gujarat; Prof. Milan Tuba, Vice-Rector,
Singidunum University, Serbia; Shri Aninda Bose, Senior Publishing Editor,
SpringerNature;Dr.NilanjanDey,TechnoIndiaCollegeofEngineering,Kolkata,
v
vi Preface
India; Dr. Shyam Akashe, Professor, ITM University, Gwalior; Dr. Parikshit
Mahalle, Professor, Sinhgad Group of Institutions, Pune; Mr. Bharat Patel, Chair-
man, CEDB, the Institution of Engineers (India); Dr. Priyanka Sharma, Raksha
Shakti University, Ahmedabad. Separate invited talks were organized in industrial
and academic tracks in both days. We are indebted to all organizing partners for
their immense support to make this conference possible on such a grand scale.
A total of 14 sessions were organized as a part of ICTIS 2018 including 11 tech-
nical, 1 plenary, 1 keynote, and 1 inaugural sessions. A total of 63 papers were
presented in six technical sessions with high discussion insights. The total number
of accepted submissions was 72 with a focal point on ICT and intelligent systems.
Our sincere thanks to all sponsors, press, print and electronic media for their
excellent coverage of this conference.
Bhubaneswar, India Suresh Chandra Satapathy
Ahmedabad, India Amit Joshi
April 2018
Contents
Novel Peak-to-Average Power Reduction Technique in Combination
with Adaptive Digital Pre-distortion. . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
V. Kiran, K. L. Sudha and Vinila Nagaraj
Semantic Segmentation Using Deep Learning for Brain Tumor
MRI via Fully Convolution Neural Networks. . . . . . . . . . . . . . . . . . . . . 11
Sanjay Kumar, Ashish Negi and J. N. Singh
An Efficient Cryptographic Mechanism to Defend Collaborative
Attack Against DSR Protocol in Mobile Ad hoc Networks. . . . . . . . . . . 21
E. Suresh Babu, S. Naganjaneyulu, P. V. Srivasa Rao
and G. K. V. Narasimha Reddy
Materialized Queries with Incremental Updates. . . . . . . . . . . . . . . . . . . 31
Sonali Chakraborty and Jyotika Doshi
Big Data as Catalyst for Urban Service Delivery . . . . . . . . . . . . . . . . . . 41
Praful Gharpure
Traffic Signal Automation Through IoT by Sensing and Detecting
Traffic Intensity Through IR Sensors. . . . . . . . . . . . . . . . . . . . . . . . . . . 53
Sameer Parekh, Nilam Dhami, Sandip Patel and Jaimin Undavia
Performance Evaluation of Various Data Mining Algorithms
on Road Traffic Accident Dataset. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67
Sadiq Hussain, L. J. Muhammad, F. S. Ishaq, Atomsa Yakubu
and I. A. Mohammed
Casper: Modification of Bitcoin Using Proof of Stake . . . . . . . . . . . . . . 79
Nakul Sheth, Priteshkumar Prajapati, Ayesha Shaikh and Parth Shah
Provable Data Possession Using Identity-Based Encryption . . . . . . . . . . 87
Smit Kadvani, Aditya Patel, Mansi Tilala, Priteshkumar Prajapati
and Parth Shah
vii
viii Contents
Classification of Blood Cancer and Form Associated Gene
Networks Using Gene Expression Profiles . . . . . . . . . . . . . . . . . . . . . . . 95
Tejal Upadhyay and Samir Patel
Stock Market Decision-Making Model Based on Spline
Approximation Using Minimax Criterion. . . . . . . . . . . . . . . . . . . . . . . . 107
I. Yu. Vygodchikova, V. N. Gusyatnikov and G. Yu. Chernyshova
Developing a Multi-modal Transport System by Linkage
of Local Public Transport with Commuter Trains Using
Software as a Service (SaaS) Architecture . . . . . . . . . . . . . . . . . . . . . . . 115
Godson Michael D’silva, Lukose Roy, Anoop Kunjumon
and Azharuddin Khan
Accelerate the Execution of Graph Processing Using GPU. . . . . . . . . . . 125
Shweta Nitin Aher and Sandip M. Walunj
Ischemic Heart Disease Deduction Using Doppler
Effect Spectrogram. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133
Ananthi Sheshasaayee and V. Meenakshi
Transmission Expansion Planning for 133 Bus Tamil Nadu
Test System Using Artificial Immune System Algorithm . . . . . . . . . . . . 143
S. Prakash and Joseph Henry
Survey and Evolution Study Focusing Comparative Analysis
and Future Research Direction in the Field of Recommendation
System Specific to Collaborative Filtering Approach . . . . . . . . . . . . . . . 155
Axita Patel, Amit Thakkar, Nirav Bhatt and Purvi Prajapati
Flower Pollination Optimization and RoI for Node Deployment
in Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Kapil Keswani and Anand Bhaskar
Exploring Causes of Crane Accidents from Incident Reports
Using Decision Tree . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175
Krantiraditya Dhalmahapatra, Kritika Singh, Yash Jain and J. Maiti
A Novel Controlled Rectifier to Achieve Maximum Modulation
Using AC-AC Matrix Converter with Improved Modulation. . . . . . . . . 185
K. Bhaskar and Parvathi Vijayan
Service Quality Parameters for Social Media-Based
Government-to-Citizen Services . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193
Sukhwinder Singh, Anuj Kumar Gupta and Lovneesh Chanana
Slot-Loaded Multiband Miniaturized Rectangular Microstrip
Antenna for Mobile Communications. . . . . . . . . . . . . . . . . . . . . . . . . . . 207
Sajeed S. Mulla and Shraddha S. Deshpande
Contents ix
Prediction of a Movie’s Success Using Data Mining Techniques . . . . . . 219
Shikha Mundra, Arjun Dhingra, Avnip Kapur and Dhwanika Joshi
Brain Tumor Segmentation with Skull Stripping and Modified
Fuzzy C-Means . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229
Aniket Bilenia, Daksh Sharma, Himanshu Raj, Rahul Raman
and Mahua Bhattacharya
Extended Security Model over Data Communication in Online
Social Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
P. Mareswara Rao and K. Rajashekara Rao
Emotional Strategy in the Classroom Based on the Application
of New Technologies: An Initial Contribution . . . . . . . . . . . . . . . . . . . . 251
Hector F. A. Gomez, Susana A. T. Arias, T. Edwin Fabricio Lozada,
C. Carlos Eduardo Martínez, Freddy Robalino, David Castillo
and P. Luz M. Aguirre
Using Clustering for Package Cohesion Measurement
in Aspect-Oriented Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263
Puneet Jai Kaur and Sakshi Kaushal
Fungal Disease Detection in Maize Leaves Using Haar Wavelet
Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
Anupama S. Deshapande, Shantala G. Giraddi, K. G. Karibasappa
and Shrinivas D. Desai
Features Extraction and Dataset Preparation for Grading
of Ethiopian Coffee Beans Using Image Analysis Techniques. . . . . . . . . 287
Karpaga Selvi Subramanian, S. Vairachilai and Tsadkan Gebremichael
An Overview of Internet of Things: Architecture, Protocols and
Challenges . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 299
Pramod Aswale, Aditi Shukla, Pritam Bharati, Shubham Bharambe
and Shekhar Palve
Assay: Hybrid Approach for Sentiment Analysis. . . . . . . . . . . . . . . . . . 309
D.V.NagarjunaDevi,ThatipartiVenkataRajiniKanth,KakolluMounika
and Nambhatla Sowjanya Swathi
Animal/Object Identification Using Deep Learning
on Raspberry Pi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319
Param Popat, Prasham Sheth and Swati Jain
Efficient Energy Harvesting Using Thermoelectric Module . . . . . . . . . . 329
Pallavi Korde and Vijaya Kamble
Refining Healthcare Monitoring System Using Wireless Sensor
Networks Based on Key Design Parameters. . . . . . . . . . . . . . . . . . . . . . 341
Uttara Gogate and Jagdish Bakal