<p>This book discusses recent advances in computer and computational sciences from upcoming researchers and leading academics around the globe. It presents high-quality, peer-reviewed papers presented at the International Conference on Computer, Communication and Computational Sciences (IC4S 2019),
Advances in Computer Communication and Computational Sciences: Proceedings of IC4S 2018
✍ Scribed by Sanjiv K. Bhatia, Shailesh Tiwari, Krishn K. Mishra, Munesh C. Trivedi
- Publisher
- Springer Singapore
- Year
- 2019
- Tongue
- English
- Leaves
- 740
- Series
- Advances in Intelligent Systems and Computing 924
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This book includes key insights that reflect ‘Advances in Computer and Computational Sciences’ from upcoming researchers and leading academics around the globe. It gathers high-quality, peer-reviewed papers presented at the International Conference on Computer, Communication and Computational Sciences (IC4S 2018), which was held on 20-21 October, 2018 in Bangkok. The book covers a broad range of topics, including intelligent hardware and software design, advanced communications, intelligent computing techniques, intelligent image processing, and web and informatics. Its goal is to familiarize readers from the computer industry and academia with the latest advances in next-generation computer and communication technology, which they can subsequently integrate into real-world applications.
✦ Table of Contents
Front Matter ....Pages i-xvi
Front Matter ....Pages 1-1
Software Architecture Decision-Making Practices and Recommendations (Md. Monzur Morshed, Mahady Hasan, M. Rokonuzzaman)....Pages 3-9
Abstraction in Modeling and Programming with Associations: Instantiation, Composition and Inheritance (Bent Bruun Kristensen)....Pages 11-31
Ensuring Compliance with Sprint Requirements in SCRUM (Manuel Pastrana, Hugo Ordóñez, Ana Rojas, Armando Ordoñez)....Pages 33-45
Remote Collaborative Live Coding in SuperCollider-Based Environments via Open Sound Control Proxy (Poonna Yospanya)....Pages 47-54
A Collaborative Model for Customer Retention on User Service Experience (Pushpa Singh, Vishwas Agrawal)....Pages 55-64
Smart Services for Smart Cities: New Delhi Versus Jaipur (Devesh Kumar Srivastava)....Pages 65-76
Global Terrorism Predictive—Analysis (Sandeep Chaurasia, Vinayak Warikoo, Shanu Khan)....Pages 77-85
Front Matter ....Pages 87-87
Effect of Constraint Variation on the Efficiency of Protocols Under Realistic Environment (Prem Chand Vashist, Ashish Tripathi, Pushpa Choudhary)....Pages 89-99
Performance Evaluation of OLSR-MD Routing Protocol for MANETS (Rachna Jain, Indu Kashyap)....Pages 101-108
Privacy Attack Modeling and Risk Assessment Method for Name Data Networking (Vishwa Pratap Singh, R. L. Ujjwal)....Pages 109-119
Analysis of Classification Methods Based on Radio Frequency Fingerprint for Zigbee Devices (Jijun Wang, Ling Zhuang, Weihua Cheng, Chao Xu, Xiaohu Wu, Zheying Zhang)....Pages 121-132
To Identify Visible or Non-visible-Based Vehicular Ad Hoc Networks Using Proposed BBICR Technique (Kallam Suresh, Patan Rizwan, Balusamy Balamurugan, M. Rajasekharababu, S. Sreeji)....Pages 133-142
Energy Efficient Improved SEP for Routing in Wireless Sensor Networks (Deepak Kumar Sharma, Siddhant Bagga, Rishabh Rastogi)....Pages 143-152
Front Matter ....Pages 153-153
SVM Hyperparameter Optimization Using a Genetic Algorithm for Rub-Impact Fault Diagnosis (Alexander Prosvirin, Bach Phi Duong, Jong-Myon Kim)....Pages 155-165
Adaptive Credit Card Fraud Detection Techniques Based on Feature Selection Method (Ajeet Singh, Anurag Jain)....Pages 167-178
Emousic: Emotion and Activity-Based Music Player Using Machine Learning (Pranav Sarda, Sushmita Halasawade, Anuja Padmawar, Jagannath Aghav)....Pages 179-188
Extra-Tree Classifier with Metaheuristics Approach for Email Classification (Aakanksha Sharaff, Harshil Gupta)....Pages 189-197
A Parametric Method for Knowledge Measure of Intuitionistic Fuzzy Sets (Zhen-hua Zhang, Shen-guo Yuan, Chao Ma, Jin-hui Xu, Jing Zhang)....Pages 199-210
Hybrid PPSO Algorithm for Scheduling Complex Applications in IoT (Komal Middha, Amandeep Verma)....Pages 211-224
Skyline Probabilities with Range Query on Uncertain Dimensions (Nurul Husna Mohd Saad, Hamidah Ibrahim, Fatimah Sidi, Razali Yaakob)....Pages 225-242
KDD-Based Decision Making: A Conceptual Framework Model for Maternal Health and Child Immunization Databases (Sourabh Shastri, Vibhakar Mansotra)....Pages 243-253
An Efficient Detection of Malware by Naive Bayes Classifier Using GPGPU (Sanjay K. Sahay, Mayank Chaudhari)....Pages 255-262
Content-Based Audio Classification and Retrieval Using Segmentation, Feature Extraction and Neural Network Approach (Nilesh M. Patil, Milind U. Nemade)....Pages 263-281
Information Extraction from Natural Language Using Universal Networking Language (Aloke Kumar Saha, M. F. Mridha, Jahir Ibna Rafiq, Jugal K. Das)....Pages 283-292
On the Knowledge-Based Dynamic Fuzzy Sets (Rolly Intan, Siana Halim, Lily Puspa Dewi)....Pages 293-302
Analysis and Discussion of Radar Construction Problems with Greedy Algorithm (Wenrong Jiang)....Pages 303-312
Multilevel ML Assistance to High Efficiency Video Coding (Chhaya Shishir Pawar, SudhirKumar D. Sawarkar)....Pages 313-324
Recognizing Hand-Woven Fabric Pattern Designs Based on Deep Learning (Wichai Puarungroj, Narong Boonsirisumpun)....Pages 325-336
Learning Curve as a Knowledge-Based Dynamic Fuzzy Set: A Markov Process Model (Siana Halim, Rolly Intan, Lily Puspa Dewi)....Pages 337-342
Human Body Shape Clustering for Apparel Industry Using PCA-Based Probabilistic Neural Network (YingMei Xing, ZhuJun Wang, JianPing Wang, Yan Kan, Na Zhang, XuMan Shi)....Pages 343-354
Predicting the Outcome of H-1B Visa Eligibility ( Prateek, Shweta Karun)....Pages 355-364
Dynamic Neural Network Model of Speech Perception (Marius Crisan)....Pages 365-375
Leakage Detection of Water-Induced Pipelines Using Hybrid Features and Support Vector Machines (Thang Bui Quy, Jong-Myon Kim)....Pages 377-387
Large-Scale Meta-Analysis of Genes Encoding Pattern in Wilson’s Disease (Diganta Misra, Anurag Tiwari, Amrita Chaturvedi)....Pages 389-400
A Dynamic Weight Grasshopper Optimization Algorithm with Random Jumping (Ran Zhao, Hong Ni, Hangwei Feng, Xiaoyong Zhu)....Pages 401-413
Simulation Model and Scenario to Increase Corn Farmers’ Profitability (Erma Suryani, Rully Agus Hendrawan, Lukman Junaedi, Lily Puspa Dewi)....Pages 415-424
Comparison of Bayesian Networks for Diabetes Prediction (Kanogkan Leerojanaprapa, Kittiwat Sirikasemsuk)....Pages 425-434
Front Matter ....Pages 435-435
A Survey on the Detection of Android Malicious Apps (Sanjay K. Sahay, Ashu Sharma)....Pages 437-446
A Survey on Visualization Techniques Used for Big Data Analytics (Sumit Hirve, C. H. Pradeep Reddy)....Pages 447-459
User Behaviour-Based Mobile Authentication System (Adnan Bin Amanat Ali, Vasaki Ponnusamy, Anbuselvan Sangodiah)....Pages 461-472
Cyber Social Media Analytics and Issues: A Pragmatic Approach for Twitter Sentiment Analysis (Sanur Sharma, Anurag Jain)....Pages 473-484
Internet of Things for Epidemic Detection: A Critical Review (S. A. D. S. Kaushalya, K. A. D. T. Kulawansa, M. F. M. Firdhous)....Pages 485-495
Semantic Recognition of Web Structure to Retrieve Relevant Documents from Google by Formulating Index Term (Jinat Ara, Hanif Bhuiyan)....Pages 497-509
An Effective and Cost-Based Framework for a Qualitative Hybrid Data Deduplication (Charles R. Haruna, MengShu Hou, Moses J. Eghan, Michael Y. Kpiebaareh, Lawrence Tandoh)....Pages 511-520
Ontology-Based Natural Language Processing for Thai Herbs and Thai Traditional Medicine Recommendation System Supporting Health Care and Treatments (THMRS) (Akkasit Sittisaman, Naruepon Panawong)....Pages 521-533
Tourism Web Filtering and Analysis Using Naïve Bay with Boundary Values and Text Mining (Naruepon Panawong, Akkasit Sittisaman)....Pages 535-547
One Novel Word Segmentation Method Based on N-Shortest Path in Vietnamese (Xiaohua Ke, Haijiao Luo, JiHua Chen, Ruibin Huang, Jinwen Lai)....Pages 549-557
The Analysis of Student Performance Using Data Mining (Leo Willyanto Santoso, Yulia)....Pages 559-573
Efficient CP-ABE Scheme for IoT CCN Based on ROBDD (Eric Affum, Xiasong Zhang, Xiaofen Wang, John Bosco Ansuura)....Pages 575-590
Authority-Based Ranking in Propaganda Summary Generation Considering Values (Kun Lang, Wei Han, Tong Li, Zhi Cai)....Pages 591-601
A Concept to Improve Care for People with Dementia (Mary Sio Lai Karppinen, Jori Karppinen, Raija Halonen)....Pages 603-618
Analysis of Centrality Concepts Applied to Real-World Big Graph Data (Soyeon Oh, Kyeongjoo Kim, Minsoo Lee)....Pages 619-627
How Does Grooming Fit into Social Engineering? (Patricio Zambrano, Jenny Torres, Pamela Flores)....Pages 629-639
Front Matter ....Pages 641-641
Towards Improving Performance of Sigma Filter (Mayank Tiwari, Subir Singh Lamba, Bhupendra Gupta)....Pages 643-651
Video-Based Facial Expression Recognition Using a Deep Learning Approach (Mahesh Jangid, Pranjul Paharia, Sumit Srivastava)....Pages 653-660
Zernike Moment-Based Facial Expression Recognition Using Two-Staged Hidden Markov Model (Mayur Rahul, Rati Shukla, Dinesh Kumar Yadav, Vikash Yadav)....Pages 661-670
Automated Facial Micro-expression Recognition Using Local Binary Patterns on Three Orthogonal Planes with Boosted Classifiers: A Survey (Kennedy Chengeta)....Pages 671-686
Identification of Emotional States and Their Potential (Jan Francisti, Zoltan Balogh)....Pages 687-696
Effects of a Spectral Window on Frequency Domain HRV Parameters (Jeom Keun Kim, Jae Mok Ahn)....Pages 697-710
Effects of Heart Rate on Results of HRV Analysis (Jae Mok Ahn, Jeom Keun Kim)....Pages 711-722
Review of Camera Calibration Algorithms (Li Long, Shan Dongri)....Pages 723-732
Breast Cancer Prediction: Importance of Feature Selection ( Prateek)....Pages 733-742
Enactment of LDPC Code Over DVB-S2 Link System for BER Analysis Using MATLAB (Shariq Siraj Uddin Ghouri, Sajid Saleem, Syed Sajjad Haider Zaidi)....Pages 743-750
Correction to: User Behaviour-Based Mobile Authentication System (Adnan Bin Amanat Ali, Vasaki Ponnusamy, Anbuselvan Sangodiah)....Pages C1-C1
Back Matter ....Pages 751-753
✦ Subjects
Engineering; Computational Intelligence; Communications Engineering, Networks
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