Advances in Computer Communication and Computational Sciences: Proceedings of IC4S 2017, Volume 1

Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
 Multi-view Ensemble Learning Using Rough Set Based Feature Ranking for Opinion Spam Detection  (Mayank Saini, Sharad Verma, Aditi Sharan)....Pages 3-12
 Analysis of Online News Popularity and Bank Marketing Using ARSkNN  (Arjun Chauhan, Ashish Kumar, Sumit Srivastava, Roheet Bhatnagar)....Pages 13-22
 Fuzz Testing in Stack-Based Buffer Overflow  (Manisha Bhardwaj, Seema Bawa)....Pages 23-36
 Quantum Behaved Particle Swarm Optimization Technique Applied to FIR-Based Linear and Nonlinear Channel Equalizer  (Rashmi Sinha, Arvind Choubey, Santosh Kumar Mahto, Prakash Ranjan)....Pages 37-50
 Deep ConvNet with Different Stochastic Optimizations for Handwritten Devanagari Character  (Mahesh Jangid, Sumit Srivastava)....Pages 51-60
 Speech Recognition of Punjabi Numerals Using Convolutional Neural Networks  (Thakur Aditi, Verma Karun)....Pages 61-69
 Fault Diagnosis of Bearings with Variable Rotational Speeds Using Convolutional Neural Networks  (Viet Tra, Jaeyoung Kim, Jong-Myon Kim)....Pages 71-81
 Fault Diagnosis of Multiple Combined Defects in Bearings Using a Stacked Denoising Autoencoder  (Bach Phi Duong, Jong-Myon Kim)....Pages 83-93
 Cancer Prediction Through a Bacterial Evolutionary Algorithm Based Adaptive Weighted Fuzzy C-Means Approach  (M. Sangeetha, N. K. Karthikeyan, P. Tamijeselvy, M. Nachammai)....Pages 95-103
 Cold Start Problem in Social Recommender Systems: State-of-the-Art Review  (V. R. Revathy, S. Pillai Anitha)....Pages 105-115
 Traffic Surveillance Video Summarization for Detecting Traffic Rules Violators Using R-CNN  (Veena Mayya, Aparna Nayak)....Pages 117-126
 GAE: A Genetic-Based Approach for Software Workflow Improvement by Unhiding Hidden Transactions of a Legacy Application  (Shashank Sharma, Sumit Srivastava)....Pages 127-139
 Research on Object Detection Algorithm Based on PVANet  (Jianjun Lv, Bin Zhang, Xiaoqi Li)....Pages 141-151
 Characterization of Groundwater Contaminant Sources by Utilizing MARS Based Surrogate Model Linked to Optimization Model  (Shahrbanoo Hazrati-Yadkoori, Bithin Datta)....Pages 153-162
 Performance Comparisons of Socially Inspired Metaheuristic Algorithms on Unconstrained Global Optimization  (Elif Varol Altay, Bilal Alatas)....Pages 163-175
 Comparative Analysis of Prediction Algorithms for Diabetes  (Shweta Karun, Aishwarya Raj, Girija Attigeri)....Pages 177-187
 An Improved Discrete Grey Model Based on BP Neural Network for Traffic Flow Forecasting  (Ziheng Wu, Zhongcheng Wu, Jun Zhang)....Pages 189-197
 Influence of the System Parameters on the Final Accuracy for the User Identification by Free-Text Keystroke Dynamics  (Evgeny Kostyuchenko, Ramil Kadyrov)....Pages 199-207
 Correlation Criterion in Assessment of Speech Quality in Process of Oncological Patients Rehabilitation After Surgical Treatment of the Speech-Producing Tract  (Evgeny Kostyuchenko, Roman Meshcheryakov, Dariya Ignatieva, Alexander Pyatkov, Evgeny Choynzonov, Lidiya Balatskaya)....Pages 209-216
 Compressive Sensing Classifier Based on K-SVD  (Xiaohua Xu, Baichuan Fan, Ping He, Yali Liang, Zheng Liao, Tianyu Jing)....Pages 217-225
 Nonlinear Manifold Classification Based on LLE  (Ping He, Tianyu Jing, Xiaohua Xu, Lei Zhang, Zheng Liao, Baichuan Fan)....Pages 227-234
 Application of Deep Autoencoders in Commerce Recommendation  (Gali Bai, Zhiqiang Zhan)....Pages 235-242
Front Matter ....Pages 243-243
 An Efficient Pipelined Feedback Processor for Computing a 1024-Point FFT Using Distributed Logic  (Hung Ngoc Nguyen, Cheol-Hong Kim, Jong-Myon Kim)....Pages 245-256
 Design of Low-Voltage CMOS Op-Amp Using Evolutionary Optimization Techniques  (K. B. Maji, R. Kar, D. Mandal, B. Prasanthi, S. P. Ghoshal)....Pages 257-267
 RGA-Based Wide Null Control for Compact Linear Antenna Array  (Durbadal Mandal, Rajib Kar, Shrestha Bandyopadhyay)....Pages 269-280
 A Design of Highly Stable and Low-Power SRAM Cell  (P. Upadhyay, R. Kar, D. Mandal, S. P. Ghoshal, Navyavani Yalla)....Pages 281-289
 Optimal Design of 2.4 GHz CMOS LNA Using PSO with Aging Leader and Challenger  (S. Mallick, R. Kar, D. Mandal, Tanya Dasgupta, S. P. Ghoshal)....Pages 291-303
 Input-Output Fault Diagnosis in Robot Manipulator Using Fuzzy LMI-Tuned PI Feedback Linearization Observer Based on Nonlinear Intelligent ARX Model  (Farzin Piltan, Manjurul Islam, Jong-Myon Kim)....Pages 305-315
 Robot Path Planning by LSTM Network Under Changing Environment  (Masaya Inoue, Takahiro Yamashita, Takeshi Nishida)....Pages 317-329
 Optimizing Database Storage Architecture with Unstructured Dataset on GPGPU for Real-Time System  (Toan Nguyen Mau, Yasushi Inoguchi)....Pages 331-342
 A Structure–Behavior Coalescence Approach for Model Singularity  (Guo-Peng Qiu, Shuh-Ping Sun, Zijun Lee, William S. Chao)....Pages 343-350
 Employment of Minimal Generating Sets and Structure of Sylow 2-Subgroups Alternating Groups in Block Ciphers  (Ruslan Viacheslavovich Skuratovskii)....Pages 351-364
 Self-repairing Functional Unit Design in an Embedded Out-of-Order Processor Core  (Harini Sriraman, Venkatasubbu Pattabiraman)....Pages 365-374
 Research on the Improvement of Civil Unmanned Aerial Vehicles Flight Control System  (Kunlin Yu)....Pages 375-384
 Smart Water Dispenser for Companion Animals  (Yonghwan Lee, Hwaju Cho, Sungyoung Kim)....Pages 385-393
 An Automated System for Assisting and Monitoring Plant Growth  (Satien Janpla, Kunyanuth Kularbphettong, Supanat Chuandcham)....Pages 395-404
 Efficient Rub-Impact Fault Diagnosis Scheme Based on Hybrid Feature Extraction and SVM  (Alexander Prosvirin, Jaeyoung Kim, Jong-Myon Kim)....Pages 405-415
 Diagnosis Approach on Compensation Capacitor Fault of Jointless Track Circuit Based on Simulated Annealing Algorithm  (Bao-ge Zhang, Wei-jie Ma, Gao-wu Chang)....Pages 417-426
Back Matter ....Pages 427-428