دانلود کتاب Intelligent Systems and Applications: Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 1

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Front Matter ....Pages i-xii
Data-Driven and Artificial Intelligence (AI) Approach for Modelling and Analyzing Healthcare Security Practice: A Systematic Review (Prosper Kandabongee Yeng, Livinus Obiora Nweke, Ashenafi Zebene Woldaregay, Bian Yang, Einar Arthur Snekkenes)....Pages 1-18
Detection of Anomalous Patterns in Water Consumption: An Overview of Approaches (José Carlos Carrasco-Jiménez, Filippo Baldaro, Fernando Cucchietti)....Pages 19-33
Alleviating Congestion in Restricted Urban Areas with Cooperative Intersection Management (Levente Alekszejenkó, Tadeusz Dobrowiecki)....Pages 34-52
Semantic Segmentation of Shield Tunnel Leakage with Combining SSD and FCN (Yadong Xue, Fei Jia, Xinyuan Cai, Mahdi Shadabfare)....Pages 53-61
Determining the Gain and Directivity of Antennas Using Support Vector Regression (Ezgi Deniz Ulker, Sadık Ulker)....Pages 62-69
Driving Reinforcement Learning with Models (Meghana Rathi, Pietro Ferraro, Giovanni Russo)....Pages 70-85
Learning Actions with Symbolic Literals and Continuous Effects for a Waypoint Navigation Simulation (Morgan Fine-Morris, Bryan Auslander, Hector Muños-Avila, Kalyan Gupta)....Pages 86-96
Understanding and Exploiting Dependent Variables with Deep Metric Learning (Niall O’Mahony, Sean Campbell, Anderson Carvalho, Lenka Krpalkova, Gustavo Velasco-Hernandez, Daniel Riordan et al.)....Pages 97-113
An Automated System of Threat Propagation Using a Horizon of Events Model (Kilian Vasnier, Abdel-Illah Mouaddib, Sylvain Gatepaille, Stéphan Brunessaux)....Pages 114-131
Realizing Macro Based Technique for Behavioral Attestation on Remote Platform (Alhuseen Omar Alsayed, Muhammad Binsawad, Jawad Ali, Ahmad Shahrafidz Khalid, Waqas Ahmed)....Pages 132-144
The Effect of Using Artificial Intelligence on Performance of Appraisal System: A Case Study for University of Jeddah Staff in Saudi Arabia (Ahmed Alrashedi, Maysam Abbod)....Pages 145-154
Traffic Accidents Analysis with the GPS/Arc/GIS Telecommunication System (Arbnor Pajaziti, Orlat Tafilaj)....Pages 155-163
The Hybrid Design for Artificial Intelligence Systems (R. V. Dushkin, M. G. Andronov)....Pages 164-170
An Automated Approach for Sustainability Evaluation Based on Environmental, Social and Governance Factors (Ventsislav Nikolov)....Pages 171-182
AI and Our Understanding of Intelligence (James P. H. Coleman)....Pages 183-190
Fault Diagnosis and Fault-Tolerant Control for Avionic Systems (Silvio Simani, Paolo Castaldi, Saverio Farsoni)....Pages 191-201
Prediction of Discharge Capacity of Labyrinth Weir with Gene Expression Programming (Hossein Bonakdari, Isa Ebtehaj, Bahram Gharabaghi, Ali Sharifi, Amir Mosavi)....Pages 202-217
Biologically Inspired Exoskeleton Arm Enhancement Comparing Fluidic McKibben Muscle Insertions for Lifting Operations (Ravinash Ramchender, Glen Bright)....Pages 218-231
The Applicability of Robotic Cars in the Military in Detecting Animate and Inanimate Obstacles in the Real-Time to Detect Terrorists and Explosives (Sara K. Al-Ruzaiqi)....Pages 232-245
Synthesis of Control System for Quad-Rotor Helicopter by the Network Operator Method (Askhat Diveev, Oubai Hussein, Elizaveta Shmalko, Elena Sofronova)....Pages 246-263
Navigation Stack for Robots Working in Steep Slope Vineyard (Luís C. Santos, André S. Aguiar, Filipe N. Santos, António Valente, José Boa Ventura, Armando J. Sousa)....Pages 264-285
From Control to Coordination: Mahalanobis Distance-Pattern (MDP) Approach (Shuichi Fukuda)....Pages 286-302
Dynamic Proxemia Modeling Formal Framework for Social Navigation and Interaction (Abir Bellarbi, Abdel-illah Mouaddib, Noureddine Ouadah, Nouara Achour)....Pages 303-321
Aspects Regarding the Elaboration of the Geometric, Kinematic and Organological Study of a Robotic Technological Product “Humanitarian PetSim Robot” Used as an Avant-Garde Element of the Human Factor in High Risk Areas (Silviu Mihai Petrişor, Mihaela Simion)....Pages 322-334
Maneuvers Under Estimation of Human Postures for Autonomous Navigation of Robot KUKA YouBot (Carlos Gordón, Santiago Barahona, Myriam Cumbajín, Patricio Encalada)....Pages 335-345
Towards Online-Prediction of Quality Features in Laser Fusion Cutting Using Neural Networks (Ulrich Halm, Dennis Arntz-Schroeder, Arnold Gillner, Wolfgang Schulz)....Pages 346-359
Convergence of a Relaxed Variable Splitting Method for Learning Sparse Neural Networks via \\(\\ell _1, \\ell _0\\), and Transformed-\\(\\ell _1\\) Penalties (Thu Dinh, Jack Xin)....Pages 360-374
Comparison of Hybrid Recurrent Neural Networks for Univariate Time Series Forecasting (Anibal Flores, Hugo Tito, Deymor Centty)....Pages 375-387
Evolving Recurrent Neural Networks for Pattern Classification (Gonzalo Nápoles)....Pages 388-398
Neural Network Modeling of Productive Intellectual Activity in Older Adolescents (Sipovskaya Yana Ivanovna)....Pages 399-406
Bidirectional Estimation of Partially Black-Boxed Layers of SOM-Based Convolutional Neural Networks (Ryotaro Kamimura)....Pages 407-427
PrivLeAD: Privacy Leakage Detection on the Web (Michalis Pachilakis, Spiros Antonatos, Killian Levacher, Stefano Braghin)....Pages 428-439
A Neuro-Fuzzy Model for Software Defects Prediction and Analysis (Riyadh A. K. Mehdi)....Pages 440-451
Fast Neural Accumulator (NAC) Based Badminton Video Action Classification (Aditya Raj, Pooja Consul, Sakar K. Pal)....Pages 452-467
Fast GPU Convolution for CP-Decomposed Tensorial Neural Networks (Alexander Reustle, Tahseen Rabbani, Furong Huang)....Pages 468-487
Budget Active Learning for Deep Networks (Patrick Kinyua Gikunda, Nicolas Jouandeau)....Pages 488-504
Surface Defect Detection Using YOLO Network (Muhieddine Hatab, Hossein Malekmohamadi, Abbes Amira)....Pages 505-515
Methods of the Vehicle Re-identification (Mohamed Nafzi, Michael Brauckmann, Tobias Glasmachers)....Pages 516-527
A Novel Cognitive Computing Technique Using Convolutional Networks for Automating the Criminal Investigation Process in Policing (Francesco Schiliro, Amin Beheshti, Nour Moustafa)....Pages 528-539
Abstraction-Based Outlier Detection for Image Data (Kirill Yakovlev, Imad Eddine Ibrahim Bekkouch, Adil Mehmood Khan, Asad Masood Khattak)....Pages 540-552
A Collaborative Intrusion Detection System Using Deep Blockchain Framework for Securing Cloud Networks (Osama Alkadi, Nour Moustafa, Benjamin Turnbull)....Pages 553-565
A Deep Learning Cognitive Architecture: Towards a Unified Theory of Cognition (Isabella Panella, Luca Zanotti Fragonara, Antonios Tsourdos)....Pages 566-582
Learn-Able Parameter Guided Activation Functions (S. Balaji, T. Kavya, Natasha Sebastian)....Pages 583-597
Drone-Based Cattle Detection Using Deep Neural Networks (R. Y. Aburasain, E. A. Edirisinghe, Ali Albatay)....Pages 598-611
Anomaly Detection Using Bidirectional LSTM (Sarah Aljbali, Kaushik Roy)....Pages 612-619
Deep Neural Networks: Incremental Learning (Rama Murthy Garimella, Maha Lakshmi Bairaju, G. C. Jyothi Prasanna, Vidya Sree Vankam, Manasa Jagannadan)....Pages 620-629
SNAD Arabic Dataset for Deep Learning (Deem AlSaleh, Mashael Bin AlAmir, Souad Larabi-Marie-Sainte)....Pages 630-640
Evaluating Deep Learning Biases Based on Grey-Box Testing Results (J. Jenny Li, Thayssa Silva, Mira Franke, Moushume Hai, Patricia Morreale)....Pages 641-651
Novel Deep Learning Model for Uncertainty Prediction in Mobile Computing (Anand S. Rajawat, Priyanka Upadhyay, Akhilesh Upadhyay)....Pages 652-661
Spatial Constrained K-Means for Image Segmentation (Yajuan Li, Yue Liu, Bingde Cui, Chao Sun, Xiaoxuan Ji, Jing Zhang et al.)....Pages 662-672
On-Line Recognition of Fragments of Standard Images Distorted by Non-linear Devices and with a Presence of an Additive Impulse Interference (Nataliya Kalashnykova, Viktor V. Avramenko, Viacheslav Kalashnikov, Volodymyr Demianenko)....Pages 673-685
Vehicle Detection and Classification in Difficult Environmental Conditions Using Deep Learning (Alessio Darmanin, Hossein Malekmohamadi, Abbes Amira)....Pages 686-696
Tree-Structured Channel-Fuse Network for Scene Parsing (Ye Lu, Xian Zhong, Wenxuan Liu, Jingling Yuan, Bo Ma)....Pages 697-709
Detecting Cues of Driver Fatigue on Facial Appearance (Ann Nosseir, Mohamed Esmat El-sayed)....Pages 710-723
Discriminative Context-Aware Correlation Filter Network for Visual Tracking (Xinjie Wang, Weibin Liu, Weiwei Xing)....Pages 724-736
Basic Urinal Flow Curves Classification with Proposed Solutions (Dominik Stursa, Petr Dolezel, Daniel Honc)....Pages 737-746
Mixing Deep Visual and Textual Features for Image Regression (Yuying Wu, Youshan Zhang)....Pages 747-760
History-Based Anomaly Detector: An Adversarial Approach to Anomaly Detection (Pierrick Chatillon, Coloma Ballester)....Pages 761-776
Deep Transfer Learning Based Web Interfaces for Biology Image Data Classification (Ting Yin, Sushil Kumar Plassar, Julio C. Ramirez, Vipul KaranjKar, Joseph G. Lee, Shreya Balasubramanian et al.)....Pages 777-788
Dangerous State Detection in Vehicle Cabin Based on Audiovisual Analysis with Smartphone Sensors (Igor Lashkov, Alexey Kashevnik, Nikolay Shilov)....Pages 789-799
Back Matter ....Pages 801-803