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ویرایش: 1st ed. نویسندگان: Kohei Arai, Supriya Kapoor, Rahul Bhatia سری: Advances in Intelligent Systems and Computing 858 ISBN (شابک) : 9783030011734, 9783030011741 ناشر: Springer International Publishing سال نشر: 2019 تعداد صفحات: 1180 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 115 مگابایت
کلمات کلیدی مربوط به کتاب محاسبات هوشمند: مجموعه مقالات کنفرانس محاسبات 2018، جلد 1: مهندسی، هوش محاسباتی
در صورت تبدیل فایل کتاب Intelligent Computing: Proceedings of the 2018 Computing Conference, Volume 1 به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب محاسبات هوشمند: مجموعه مقالات کنفرانس محاسبات 2018، جلد 1 نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب که مجموعه مقالات کنفرانس محاسباتی 2018 را گردآوری
میکند، مجموعهای قابل توجه از فصلها را ارائه میکند که طیف
وسیعی از موضوعات را در سیستمهای هوشمند، محاسبات و کاربردهای
واقعی آنها پوشش میدهد. این کنفرانس در مجموع 568 مقاله
ارسالی از محققان، دانشمندان، مهندسان صنایع و دانشجویان پیشگام
از سراسر جهان را به خود جلب کرد. این موارد ارسالی تحت یک
فرآیند بررسی همتایان دوسوکور قرار گرفتند. از این 568 ارسالی،
192 مقاله ارسالی (شامل 14 مقاله پوستر) برای درج در این روند
انتخاب شدند. علیرغم تاریخچه نسبتاً کوتاه علوم کامپیوتر به
عنوان یک رشته رسمی دانشگاهی، این علم تعدادی کمک اساسی به علم
و جامعه داشته است – در واقع، همراه با الکترونیک، علم پایه
گذار عصر کنونی تاریخ بشریت (عصر اطلاعات) است. ) و محرک اصلی
انقلاب اطلاعات است. هدف این کنفرانس فراهم کردن بستری برای
پژوهشگران برای ارائه مشارکت های اساسی و مکانی برتر برای دست
اندرکاران دانشگاهی و صنعتی برای به اشتراک گذاشتن ایده های
جدید و تجربیات توسعه است. این کتاب آخرین فصول را در مورد تمام
جنبه های علوم کامپیوتر، از کلاسیک تا هوشمند، جمع آوری می کند.
هم تئوری و هم کاربردهای جدیدترین فناوریها و روشهای
کامپیوتری را پوشش میدهد. این کتاب با ارائه آخرین روشها و
تکنیکهای هوشمند برای حل مسائل دنیای واقعی، همراه با
چشماندازی از تحقیقات آینده، برای خوانندگان گستردهای جالب و
ارزشمند خواهد بود.
This book, gathering the Proceedings of the 2018 Computing
Conference, offers a remarkable collection of chapters
covering a wide range of topics in intelligent systems,
computing and their real-world applications. The Conference
attracted a total of 568 submissions from pioneering
researchers, scientists, industrial engineers, and students
from all around the world. These submissions underwent a
double-blind peer review process. Of those 568 submissions,
192 submissions (including 14 poster papers) were selected
for inclusion in these proceedings. Despite computer
science’s comparatively brief history as a formal academic
discipline, it has made a number of fundamental contributions
to science and society—in fact, along with electronics, it is
a founding science of the current epoch of human history
(‘the Information Age’) and a main driver of the Information
Revolution. The goal of this conference is to provide a
platform for researchers to present fundamental
contributions, and to be a premier venue for academic and
industry practitioners to share new ideas and development
experiences. This book collects state of the art chapters on
all aspects of Computer Science, from classical to
intelligent. It covers both the theory and applications of
the latest computer technologies and methodologies. Providing
the state of the art in intelligent methods and techniques
for solving real-world problems, along with a vision of
future research, the book will be interesting and valuable
for a broad readership.
Front Matter ....Pages i-xiv
Dynamic Control of Explore/Exploit Trade-Off in Bayesian Optimization (Dipti Jasrasaria, Edward O. Pyzer-Knapp)....Pages 1-15
A Bayesian Approach for Analyzing the Dynamic Relationship Between Quarterly and Monthly Economic Indicators (Koki Kyo)....Pages 16-28
Sentiment Analysis System for Roman Urdu (Khawar Mehmood, Daryl Essam, Kamran Shafi)....Pages 29-42
User Centric Mobile Based Decision-Making System Using Natural Language Processing (NLP) and Aspect Based Opinion Mining (ABOM) Techniques for Restaurant Selection (Chirath Kumarasiri, Cassim Farook)....Pages 43-56
Optimal Moore Neighborhood Approach of Cellular Automaton Based Pedestrian Movement: A Case Study on the Closed Area (Najihah Ibrahim, Fadratul Hafinaz Hassan)....Pages 57-71
Emerging Structures from Artisanal Transports System: An Agent Based Approach (Lea Wester)....Pages 72-79
Automatic Web-Based Question Answer Generation System for Online Feedable New-Born Chatbot (Sameera A. Abdul-Kader, John Woods, Thabat Thabet)....Pages 80-98
Application of Principal Component Analysis (PCA) and SVMs for Discharges Radiated Fields Discrimination (Mohamed Gueraichi, Azzedine Nacer, Hocine Moulai)....Pages 99-108
Chatbot: Efficient and Utility-Based Platform (Sonali Chandel, Yuan Yuying, Gu Yujie, Abdul Razaque, Geng Yang)....Pages 109-122
Classical, Rule-Based and Fuzzy Methods in Multi-Criteria Decision Analysis (MCDA) for Life Cycle Assessment (Andrzej Macioł, Bogdan Rębiasz)....Pages 123-139
The Research on Mongolian and Chinese Machine Translation Based on CNN Numerals Analysis (Wu Nier, Su Yila, Wanwan Liu)....Pages 140-151
Feature Selection for Bloom’s Question Classification in Thai Language (Khantharat Anekboon)....Pages 152-162
Improved Training for Self Training by Confidence Assessments (Dor Bank, Daniel Greenfeld, Gal Hyams)....Pages 163-173
Optimal Design of Fuzzy PID Controller with CS Algorithm for Trajectory Tracking Control (Oğuzhan Karahan, Banu Ataşlar-Ayyıldız)....Pages 174-188
Artificial Neural Network (ANN) Modeling of Reservoir Operation at Kainji Hydropower Dam, Nigeria (B. F. Sule, A. A. Mohammed, A. W. Salami)....Pages 189-198
Research on Mongolian-Chinese Machine Translation Annotated with Gated Recurrent Unit Part of Speech (Wanwan Liu, Yila Su, Wu Nier)....Pages 199-211
Detection of Cut Transition of Video in Transform Domain (Jharna Majumdar, M. Aniketh, B. R. Abhishek)....Pages 212-230
Vocally Specified Text Recognition in Natural Scenes for the Blind and Visually Impaired (Alhanouf Alnasser, Sharifa Al-Ghowinem)....Pages 231-248
Text Categorization for Authorship Attribution in English Poetry (Catherine Gallagher, Yanjun Li)....Pages 249-261
A Fuzzy Programming Approach to Solve Stochastic Multi-objective Quadratic Programming Problems (Hamiden A. Khalifa, Elshimaa A. Elgendi, Abdul Hadi N. Ebraheim)....Pages 262-271
A Two Level Hybrid Bees Algorithm for Operating Room Scheduling Problem (Lamya Ibrahim Almaneea, Manar Ibrahim Hosny)....Pages 272-290
A Computational Investigation of the Role of Ion Gradients in Signal Generation in Neurons (Seyed Ali Sadegh Zadeh, Chandra Kambhampati)....Pages 291-304
Simplification Method Using K-NN Estimation and Fuzzy C-Means Clustering Algorithm (Abdelaaziz Mahdaoui, A. Bouazi, A. Hsaini Marhraoui, E. H. Sbai)....Pages 305-318
Applying Data Mining Techniques to Ground Level Ozone (O3) Data in UAE: A Case Study (Faten F. Kharbat, Tarik A. Elamsy, Rahaf K. Awadallah)....Pages 319-328
Online Creativity Modeling and Analysis Based on Big Data of Social Networks (Anton Ivaschenko, Anastasia Khorina, Pavel Sitnikov)....Pages 329-337
Single Document Extractive Text Summarization Using Neural Networks and Genetic Algorithm (Niladri Chatterjee, Gautam Jain, Gurkirat Singh Bajwa)....Pages 338-358
A Framework for Feature Extraction and Ranking for Opinion Making from Online Reviews (Madeha Arif, Usman Qamar)....Pages 359-371
Generating Social Relationships from Relational Databases for Graph Database Creation and Social Business Intelligence Management (Frank S. C. Tseng, Annie Y. H. Chou)....Pages 372-393
Improved Classification Method for Detecting Potential Interactions Between Genes (Li-Yeh Chuang, Yu-Da Lin, Cheng-Hong Yang)....Pages 394-403
Decision Tree-Based Anonymized Electronic Health Record Fusion for Public Health Informatics (Fatima Khalique, Shoab Ahmed Khan, Qurat-ul-ain Mubarak, Hasan Safdar)....Pages 404-414
The Use of Computational Creativity Metrics to Evaluate Alternative Values for Clustering Algorithm Parameters (Andrés Gómez de Silva Garza)....Pages 415-426
Overlapped Hashing: A Novel Scalable Blocking Technique for Entity Resolution in Big-Data Era (Rana Khalil, Ahmed Shawish, Doaa Elzanfaly)....Pages 427-441
A New Clustering Algorithm Based on Graph Connectivity (Yu-Feng Li, Liang-Hung Lu, Ying-Chao Hung)....Pages 442-454
An Interacting Decision Support System to Determine a Group-Member’s Role Using Automatic Behaviour Analysis (Basmah AlKadhi, Sharifa Alghowinem)....Pages 455-470
Data-Driven Pattern Identification and Outlier Detection in Time Series (Abdolrahman Khoshrou, Eric J. Pauwels)....Pages 471-484
Image Based Diameter Measurement and Aneurysm Detection of the Ascending Aorta (Şerife Kaba, Boran Şekeroğlu, Hüseyin Haci, Enver Kneebone)....Pages 485-496
Object Recognition Using SVM Based Bag of Combined Features (Fozia Mehboob, Muhammad Abbas, Abdul Rauf)....Pages 497-510
Optical Flow for Detection of Transitions in Video, Face and Facial Expression (Jharna Majumdar, M. Aniketh, N. R. Giridhar)....Pages 511-523
A Green Printing Method Based on Human Perceptual and Color Difference Model (Pei-Chen Wu, Chang-Hong Lin)....Pages 524-536
Focused Visualization in Surgery Training and Navigation (Anton Ivaschenko, Alexandr Kolsanov, Aikush Nazaryan)....Pages 537-547
Using DSP-ASIP for Image Processing Applications (Sameed Sohail, Ali Saeed, Haroon ur Rashid)....Pages 548-557
Efficient Image Steganography Using Adaptive Cryptographic Algorithms (Mahadi Hasan, Mehnaz Tabassum, Md. Jakir Hossain)....Pages 558-568
Texture Classification Framework Using Gabor Filters and Local Binary Patterns (Farhan Riaz, Ali Hassan, Saad Rehman)....Pages 569-580
Biometric Image Enhancement, Feature Extraction and Recognition Comprising FFT and Gabor Filtering (Al Bashir, Mehnaz Tabassum, Niamatullah Naeem)....Pages 581-591
Gramatical Facial Expression Recognition with Artificial Intelligence Tools (Elena Acevedo, Antonio Acevedo, Federico Felipe)....Pages 592-605
Mathematical Modeling of Real Time ECG Waveform (Shazia Javed, Noor Atinah Ahmad)....Pages 606-614
EyeHope (Zulfiqar A. Memon, Hammad Mubarak, Aamir Khimani, Mahzain Malik, Saman Karim)....Pages 615-623
Chromaticity Improvement Using the MSR Model in Presence of Shadows (Mario Dehesa Gonzalez, Alberto J. Rosales Silva, Francisco J. Gallegos Funes)....Pages 624-630
Digital Image Watermarking and Performance Analysis of Histogram Modification Based Methods (Tanya Koohpayeh Araghi)....Pages 631-637
A Cognitive Framework for Object Recognition with Application to Autonomous Vehicles (Jamie Roche, Varuna De Silva, Ahmet Kondoz)....Pages 638-657
Adaptive Piecewise and Symbolic Aggregate Approximation as an Improved Representation Method for Heat Waves Detection (Aida A. Ferreira, Iona M. B. Rameh Barbosa, Ronaldo R. B. Aquino, Herrera Manuel, Sukumar Natarajan, Daniel Fosas et al.)....Pages 658-671
Selection of Architectural Concept and Development Technologies for the Implementation of a Web-Based Platform for Psychology Research (Evgeny Nikulchev, Pavel Kolyasnikov, Dmitry Ilin, Sergey Kasatonov, Dmitry Biryukov, Ilya Zakharov)....Pages 672-685
Modeling Race-Tracking Variability of Resin Rich Zones on 90º Composite 2.2 Twill Fibre Curve Plate (Spiridon Koutsonas)....Pages 686-707
MCF: Multi Colour Flicker iOS Application for Brain-Computer Interface Research (Artur Szalowski, Thomas Pege, Dorel Picovici)....Pages 708-722
Performance of Map-Reduce Using Java-8 Parallel Streams (Bruce P. Lester)....Pages 723-736
Coopetition: The New Age Panacea for Enabling Service Provider Sustainability and Profitability (Mohibi Hussain, Jon Crowcroft)....Pages 737-755
On Requirements for Event Processing Network Models Using Business Event Modeling Notation (Arne Koschel, Irina Astrova, Sebastian Kobert, Jan Naumann, Tobias Ruhe, Oleg Starodubtsev)....Pages 756-762
qBitcoin: A Peer-to-Peer Quantum Cash System (Kazuki Ikeda)....Pages 763-771
A Scalable, Low-Cost, and Interactive Shape-Changing Display (Amith Vijaykumar, Keith E. Green, Ian D. Walker)....Pages 772-782
Multimodal Attention for Visual Question Answering (Lorena Kodra, Elinda Kajo Meçe)....Pages 783-792
Random Generation of Directed Acyclic Graphs for Planning and Allocation Tasks in Heterogeneous Distributed Computing Systems (Apolinar Velarde Martinez)....Pages 793-802
Revised Theoretical Approach of Activity Theory for Human Computer Interaction Design (Ahamed M. Mithun, Z. Abu Bakar, W. M. Shaher Yafooz)....Pages 803-815
Analyzing the Customer Attitude Towards an Intention to Receive SMS Marketing via Missed Call Subscription (Taha Zafar, Anita Laila, Yumnah Hasan)....Pages 816-827
Zipf’s Law and the Frequency of Characters or Words of Oracles (Yang Bai, Xiuli Wang)....Pages 828-835
Resource Planning at the Airport (Ma Nang Laik, Murphy Choy)....Pages 836-848
Blockchain Time and Heisenberg Uncertainty Principle (Ricardo Pérez-Marco)....Pages 849-854
Using a Hierarchical Temporal Memory Cortical Algorithm to Detect Seismic Signals in Noise (Ruggero Micheletto, Kahoko Takahashi, Ahyi Kim)....Pages 855-863
Fighting Apparent Losses in Metering Systems Through Combination of Meter Abstraction and Digital Object Architecture (Patrick Gacirane, Desire Ngabo)....Pages 864-879
Real-Time Earthquake Localisation and the Elliptic Correction (George R. Daglish, Iurii P. Sizov)....Pages 880-908
A Collusion Set Detection in Value Added Tax Using Benford’s Analysis ( Priya, Jithin Mathews, K. Sandeep Kumar, Ch. Sobhan Babu, S. V. Kasi Visweswara Rao)....Pages 909-921
Personalized and Intelligent Sleep and Mood Estimation Modules with Web based User Interface for Improving Quality of Life (Krasimir Tonchev, Georgi Balabanov, Agata Manolova, Vladimir Poulkov)....Pages 922-935
Firefly Combinatorial Testing Strategy (AbdulRahman A. Alsewari, Lin Mee Xuan, Kamal Z. Zamli)....Pages 936-944
Autonomous Flight and Real-Time Tracking of Unmanned Aerial Vehicle (Bogdan Muresan, Shabnam Sadeghi Esfahlani)....Pages 945-956
Qualitative Spatial Reasoning for Orientation Relations in a 3-D Context (Ah-Lian Kor)....Pages 957-984
Puyuma: Linux-Based RTOS Experimental Platform for Constructing Self-driving Miniature Vehicles (Shao-Hua Wang, Sheng-Wen Cheng, Ching-Chun (Jim) Huang)....Pages 985-994
A New Framework for Personal Name Disambiguation (L. Georgieva, S. Buatongkue)....Pages 995-1009
Indoor Air Quality Monitoring (IAQ): A Low-Cost Alternative to CO\(_{2}\) Monitoring in Comparison to an Industry Standard Device (Darshana Thomas, Bhumika Mistry, Steven Snow, M. C. Schraefel)....Pages 1010-1027
The Application and Use of Information Technology Governance at the University Level (Alejandra Oñate-Andino, David Mauricio, Gloria Arcos-Medina, Danilo Pastor)....Pages 1028-1038
Individual Rationality and Real-World Strategic Interactions: Understanding the Competitive-Cooperative Spectrum (Predrag T. Tošić)....Pages 1039-1054
Modelling and Simulation of Large and Complex Systems for Airport Baggage Handling Security (Saeid Nahavandi, Bruce Gunn, Michael Johnstone, Douglas Creighton)....Pages 1055-1067
OPC UA-Integrated Authorization Concept for the Industrial Internet of Things (IIoT) (Thomas Gamer, Johannes O. Schmitt, Roland Braun, Alexander M. Schramm)....Pages 1068-1085
Smart Home (Foziah Gazzawe, Russell Lock)....Pages 1086-1097
Utilizing Smart GPS System for Monitoring and Tracking Vehicles (Jamal S. Zraqou)....Pages 1098-1103
Intelligent Health Monitoring Using Smart Meters (Carl Chalmers, William Hurst, Michael Mackay, Paul Fergus, Dhiya Al-Jumeily, Bryony Kendall)....Pages 1104-1113
Detecting Situations from Heterogeneous Internet of Things Data in Smart City Context (SK Alamgir Hossain, Md. Anisur Rahman, M. Anwar Hossain)....Pages 1114-1127
A Secure Key Management Technique Through Distributed Middleware for the Internet of Things (Tamanna Tabassum, SK Alamgir Hossain, Md. Anisur Rahman)....Pages 1128-1139
On Programming Models, Smart Middleware, Cyber-Security and Self-Healing for the Next-Generation Internet-of-Things (Predrag T. Tošić, Frederick T. Sheldon)....Pages 1140-1155
Revisiting Industry 4.0: A New Definition (Ahmad Ojra)....Pages 1156-1162
Back Matter ....Pages 1163-1165