Ausgabe 8/2022
Inhalt (90 Artikel)
Upgrading the Quality of Power Using TVSS Device and PFC Converter Fed SBLDC Motor
U. Arun Kumar, C. S. Ravichandran
Spam SMS Detection for Turkish Language with Deep Text Analysis and Deep Learning Methods
Onur Karasoy, Serkan Ballı
Transformer-Based Word Embedding With CNN Model to Detect Sarcasm and Irony
Ravinder Ahuja, S. C. Sharma
RBF Network Adaptive Sliding Mode Control of Ball and Plate System Based on Reaching Law
Jiang-Feng Li, Feng-Hong Xiang
An Improved Multi-objective Particle Swarm Optimization with Mutual Information Feedback Model and Its Application
Yuan Chen, Debao Chen, Yu Deng, Feng Zou, Ying Zheng, Minglan Fu, Chun Wang
IRText: An Item Response Theory-Based Approach for Text Categorization
Onder Coban
Randomly Distorted Double Substitution Encryption Technique with Effective Block Diffusion and Chaos-Induced Noise
Muhammed J. Al-Muhammed, Ahmad Al-Daraiseh
Humanoid Robot Portrait Drawing Based on Deep Learning Techniques and Efficient Path Planning
Gengliang Chen, Weihua Sheng, Yongqiang Li, Yongsheng Ou, Ye Gu
Watermarking Techniques for the Security of Medical Images and Image Sequences
Hani Alquhayz, Basit Raza
A Unified Deep Learning Framework of Multi-scale Detectors for Geo-spatial Object Detection in High-Resolution Satellite Images
Sultan Daud Khan, Louai Alarabi, Saleh Basalamah
A Ship Detection Method in Complex Background Via Mixed Attention Model
Hao Meng, Fei Yuan, Yang Tian, Hongwei Wei
Investigating Requirements Completeness Metrics for Requirements Schemas Using Requirements Engineering Approach of Data Warehouse: A Formal and Empirical Validation
Tanu Singh, Manoj Kumar
An Improved Q-Learning-Based Scheduling Strategy with Load Balancing for Infrastructure-Based Cloud Services
S. Peer Mohamed Ziyath, Senthilkumar Subramaniyan
An Improved Animal Migration Optimization Algorithm to Train the Feed-Forward Artificial Neural Networks
Şaban Gülcü
Accurate Detection of Electricity Theft Using Classification Algorithms and Internet of Things in Smart Grid
Alisha Banga, Ravinder Ahuja, S. C. Sharma
Enhanced Border and Hole Detection for Energy Utilization in Wireless Sensor Networks
Y. Harold Robinson, T. Samraj Lawrence, E. Golden Julie, Raghvendra Kumar, Pham Huy Thong, Le Hoang Son
An Interaction-Based and Graph-Based Hybrid Approach to Evaluate Trust in Online Social Networks (OSNs)
Gordhan Jethava, Udai Pratap Rao
Deep-CNNTL: Text Localization from Natural Scene Images Using Deep Convolution Neural Network with Transfer Learning
Y. L. Chaitra, R. Dinesh, M. T. Gopalakrishna, B. V. Ajay Prakash
SR-Mine: Adaptive Transaction Compression Method for Frequent Itemsets Mining
O. Jamsheela, G. Raju
Apply Ordinal Optimization to Optimize the Job-Shop Scheduling Under Uncertain Processing Times
Shih-Cheng Horng, Shieh-Shing Lin
An Effective Controller Design Approach for Magnetic Levitation System Using Novel Improved Manta Ray Foraging Optimization
Serdar Ekinci, Davut Izci, Murat Kayri
Solving Graph Coloring Problem Using Divide and Conquer-Based Turbulent Particle Swarm Optimization
Raja Marappan, Gopalakrishnan Sethumadhavan
A Heuristic Local-sensitive Program-Wide Diffing Method for IoT Binary Files
Lu Yu, Yuliang Lu, Yi Shen, Zulie Pan, Hui Huang
Arabic and Latin Scene Text Recognition by Combining Handcrafted and Deep-Learned Features
Maroua Tounsi, Ikram Moalla, Umapada Pal, Adel M. Alimi
Evaluating the Performance of Data Level Methods Using KEEL Tool to Address Class Imbalance Problem
Kamlesh Upadhyay, Prabhjot Kaur, Deepak Kumar Verma
Channel Estimation of Massive MIMO-OFDM System Using Elman Recurrent Neural Network
Shovon Nandi, Arnab Nandi, Narendra Nath Pathak
A Distributed Data Storage Strategy Based on LOPs
Qianqiu Wang, Xiaoping Ye, Xianlu Luo, Lunjie Li, Hainan Chen
Improving Phrase Chunking by using Contextualized Word Embeddings for a Morphologically Rich Language
Toqeer Ehsan, Javairia Khalid, Saadia Ambreen, Asad Mustafa, Sarmad Hussain
AI-Based Mobile Edge Computing for IoT: Applications, Challenges, and Future Scope
Ashish Singh, Suresh Chandra Satapathy, Arnab Roy, Adnan Gutub
A Novel Path Planning Model Based on Nested Regular Hexagons for Mobile Anchor-Assisted Localization in Wireless Sensor Networks
Serap Karagol, Dogan Yildiz
Anisotropic Diffusion Filter Based on Spiking Neural Network Model
Mürsel Ozan İncetaş
An Improved and Robust Encoder–Decoder for Skin Lesion Segmentation
Bellal Hafhouf, Athmane Zitouni, Ahmed Chaouki Megherbi, Salim Sbaa
Low-Cost and High-Precision Lane-Level Vehicle Positioning Method in an Urban Area Based on Traversal Optimization for MIMU Calibration Parameters
Zaihui Fei, Shuangcheng Jia, Qian Li
TR-ICANet: A Fast Unsupervised Deep-Learning-Based Scheme for Unconstrained Ear Recognition
Aicha Korichi, Sihem Slatnia, Oussama Aiadi
Detection of Diabetic Retinopathy (DR) Severity from Fundus Photographs: An Ensemble Approach Using Weighted Average
Mulagala Sandhya, Mahesh Kumar Morampudi, Rushali Grandhe, Richa Kumari, Chandanreddy Banda, Nagamani Gonthina
A Novel Distributed Stack Ensembled Meta-Learning-Based Optimized Classification Framework for Real-time Prolific IoT Traffic Streams
Manish Snehi, Abhinav Bhandari
A Recommender System Integrating Long Short-Term Memory and Latent Factor
Rao Shen
Arabic Handwritten Recognition Using Deep Learning: A Survey
Naseem Alrobah, Saleh Albahli
VMFCVD: An Optimized Framework to Combat Volumetric DDoS Attacks using Machine Learning
Arvind Prasad, Shalini Chandra
Evaluation of Residual Strength of Corroded Reinforced Concrete Beams Using Machine Learning Models
Thanh-Hung Nguyen, Dang-Trinh Nguyen, Dinh-Hung Nguyen, Duc-Hoc Tran
Secured Speech Watermarking with DCT Compression and Chaotic Embedding Using DWT and SVD
Kasetty Praveen Kumar, Aniruddha Kanhe
An Adaptive MRI-PET Image Fusion Model Based on Deep Residual Learning and Self-Adaptive Total Variation
A. Lakshmi, M. Pallikonda Rajasekaran, S. Jeevitha, S. Selvendran
DRBF-DS: Double RBF Kernel-Based Deep Sampling with CNNs to Handle Complex Imbalanced Datasets
Subhashree Rout, Pradeep Kumar Mallick, Debahuti Mishra
Efficient Trajectory Formulation for Drone Sink in Wireless Sensor Networks: An Asanoha-Based Approach
Kumar Nitesh, Shweta Malwe, Amit Kumar Keshari, Amritanjali
Optimization of Product Switching Processes in Assembly Lines
Arif Gürsoy
Necessary Conditions for Successful Application of Intra- and Inter-class Common Vector Classifiers
Mehmet Koc, Semih Ergin, Mehmet Bilginer Gulmezoglu, Mehmet Fidan, Omer Nezih Gerek, Atalay Barkana
EOSMA: An Equilibrium Optimizer Slime Mould Algorithm for Engineering Design Problems
Shihong Yin, Qifang Luo, Yongquan Zhou
A Customized PSO Model for Large-Scale Many-Objective Software Package Restructuring Problem
Amarjeet Prajapati
Application of Mathematical Modeling in Prediction of COVID-19 Transmission Dynamics
Ali AlArjani, Md Taufiq Nasseef, Sanaa M. Kamal, B. V. Subba Rao, Mufti Mahmud, Md Sharif Uddin
Fingerprint Denoising Using Iterative Rule-Based Filter
H. Mohamed Khan, P. Venkadesh
Computation–Communication Resource Allocation for Federated Learning System with Intelligent Reflecting Surfaces
Li Zhao, Hongbo Xu, Jun Wang, Yun Chen, Xue Chen, Ze Wang
Prostate Segmentation via Dynamic Fusion Model
Hakan Ocal, Necaattin Barisci
Predicting Student Performance from Online Engagement Activities Using Novel Statistical Features
Ghassen Ben Brahim
Enhanced UAVs Mobility Models for Surveillance and Intruders Detection Missions
Mohammed Chaker Boutalbi, Mohamed Amine Riahla, Aimad Ahriche
A Hybrid Feature Selection Approach for Parkinson’s Detection Based on Mutual Information Gain and Recursive Feature Elimination
Rohit Lamba, Tarun Gulati, Anurag Jain
Spectrum Allocation in Cognitive Radio Networks Using Gene Therapy-Based Evolutionary Algorithms
Wangjam Niranjan Singh, Ningrinla Marchang
Infrared-visible Image Fusion Using Accelerated Convergent Convolutional Dictionary Learning
Chengfang Zhang, Ziliang Feng
Cloud-CoCoSo: Cloud Model-Based Combined Compromised Solution Model for Trusted Cloud Service Provider Selection
Sudakshina Mandal, Danish Ali Khan
Optimized Resource Allocation for Fog Network using Neuro-fuzzy Offloading Approach
Kanika Garg, Naveen Chauhan, Rajeev Agrawal
A Hybrid Approach of Spotted Hyena Optimization Integrated with Quadratic Approximation for Training Wavelet Neural Network
Nibedan Panda, Santosh Kumar Majhi, Rosy Pradhan
mRMR-PSO: A Hybrid Feature Selection Technique with a Multiobjective Approach for Sign Language Recognition
Sandhya Rani Bansal, Savita Wadhawan, Rajeev Goel
Preserving Data Security in Cloud Environment Using an Adaptive Homomorphic Blockchain Technique
Vidyullata Devmane, B. K. Lande, Jyoti Joglekar, Dilendra Hiran
DeepComp: A Hybrid Framework for Data Compression Using Attention Coupled Autoencoder
S. Sriram, Arun K. Dwivedi, P. Chitra, V. Vijay Sankar, S. Abirami, S. J. Rethina Durai, Divya Pandey, Manoj K. Khare
Improving Neural Machine Translation for Low Resource Algerian Dialect by Transductive Transfer Learning Strategy
Amel Slim, Ahlem Melouah, Usef Faghihi, Khouloud Sahib
A Feature Selection Method Using Dynamic Dependency and Redundancy Analysis
Zhang Li
Improved Arithmetic Optimization Algorithm for Parameters Extraction of Photovoltaic Solar Cell Single-Diode Model
Abdelkader Abbassi, Rached Ben Mehrez, Yemna Bensalem, Rabeh Abbassi, Mourad Kchaou, Mohamed Jemli, Laith Abualigah, Maryam Altalhi
Arabic Fake News Detection Based on Textual Analysis
Hanen Himdi, George Weir, Fatmah Assiri, Hassanin Al-Barhamtoshy
Design of an Analog Time-Varying Audio Cryptography System Based on Sliding Mode Synchronization of Non-identical Chaotic Systems Described with Time-Delayed Fractional-Order Dynamics
Susan Razmara, Meisam Yahyazadeh
QCA-Based Adder for Redundant Binary Signed Digit Numbers
Mahsa Mohtashami, Mohammad Khalily-Dermany
A New Approach for Congestive Heart Failure and Arrhythmia Classification Using Angle Transformation with LSTM
Yılmaz Kaya, Fatma Kuncan, Ramazan Tekin
Stacked LSTM for Short-Term Traffic Flow Prediction using Multivariate Time Series Dataset
Md Ashifuddin Mondal, Zeenat Rehena
Multiple Ant Colony Algorithm Combining Community Relationship Network
Jiabo Zhao, Xiaoming You, Qianqian Duan, Sheng Liu
An Independent Constructive Multi-class Classification Algorithm for Predicting the Risk Level of Stress Using Multi-modal Data
P. B. Pankajavalli, G. S. Karthick
bFLEX-: A Lightweight Block Cipher Utilizing Key Cross Approach via Probability Density Function
Abhilash Kumar Das, Nirmalya Kar, Subhrajyoti Deb, M P Singh
An Adaptive Gaussian Kernel for Support Vector Machine
Abdullah Elen, Selçuk Baş, Cemil Közkurt
Histogram of Low-Level Visual Features for Salient Feature Extraction
Rubab Mehboob, Ali Javed, Hassan Dawood, Hussain Dawood
Disposition-Based Concept Drift Detection and Adaptation in Data Stream
Supriya Agrahari, Anil Kumar Singh
A Distributed Cooperative Approach for Dynamic Target Search Using Particle Swarm Optimization with Limited Intercommunication
Vikram Garg, Ritu Tiwari, Anupam Shukla, Joydip Dhar
Latent Semantic Indexing-Based Hybrid Collaborative Filtering for Recommender Systems
Fahrettin Horasan
Learning Deep Pyramid-based Representations for Pansharpening
Hannan Adeel, Syed Sohaib Ali, Muhammad Mohsin Riaz, Syed Abdul Mannan Kirmani, Muhammad Imran Qureshi, Junaid Imtiaz
UnCNN: A New Directed CNN Model for Isolated Arabic Handwritten Characters Recognition
Mohsine Elkhayati, Youssfi Elkettani
TREE: Trust-Based Authenticated and Secure Dissemination of Emergency Event Information for the Network of Connected Vehicles
Kuldeep Narayan Tripathi, Ashish Mohan Yadav, S. C. Sharma
A Multi-level Correlation-Based Feature Selection for Intrusion Detection
Mahendra Prasad, Rahul Kumar Gupta, Sachin Tripathi
Spoken Utterance Classification Task of Arabic Numerals and Selected Isolated Words
Karim dabbabi, Abdelkarim Mars
Ultrasound Penetration-Based Digital Soil Texture Analyzer
Umut Orhan, Emre Kilinc, Ferhat Albayrak, Ahmet Aydin, Ayfer Torun
A Chaos–Infused Moth–Flame Optimizer
Abhinav Gupta, Divya Tiwari, Vineet Kumar, K. P. S. Rana, Seyedali Mirjalili
C-COVIDNet: A CNN Model for COVID-19 Detection Using Image Processing
Neha Rajawat, Bharat Singh Hada, Mayank Meghawat, Soniya Lalwani, Rajesh Kumar
Automatic Prediction of Glycemic Index Category from Food Images Using Machine Learning Approaches
Mohammad Imroze Khan, Bibhudendra Acharya, Rahul Kumar Chaurasiya
Reinforcement Learning-Based Technique to Restore Coverage Holes with Minimal Coverage Overlap in Wireless Sensor Networks
Nilanshi Chauhan, Piyush Rawat, Siddhartha Chauhan
Probability Quantization Model for Sample-to-Sample Stochastic Sampling
Bopeng Fang, Jing Wang, Zhurong Dong, Kai Xu