Ausgabe 2/2021
Special Issue: Evolutionary Intelligence Techniques for Humanized Computing
Inhalt (83 Artikel)
Evolutionary intelligence techniques for humanized computing
Suresh Chandra Satapathy, Xin-She Yang, Vikrant Bhateja
Gray level run length matrix based on various illumination normalization techniques for texture classification
Sonali Dash, Manas Ranjan Senapati
Mesh smoothing of complex geometry using variations of cohort intelligence algorithm
Mandar S. Sapre, Anand J. Kulkarni, Lakshmanan Chettiar, Ishani Deshpande, Bharat Piprikar
Velocity adaptation based PSO for localization in wireless sensor networks
Vyshnavi Nagireddy, Pritee Parwekar, Tusar Kanti Mishra
A novel improved prediction of protein structural class using deep recurrent neural network
Bishnupriya Panda, Babita Majhi
Assessment of electromyograms using genetic algorithm and artificial neural networks
Bakiya Ambikapathy, Kamalanand Kirshnamurthy, Rajinikanth Venkatesan
PSO based combined kernel learning framework for recognition of first-person activity in a video
Soumya Ranjan Mishra, Tusar Kanti Mishra, Anirban Sarkar, Goutam Sanyal
An application of artificial neural network classifier to analyze the behavioral traits of smallholder farmers in Kenya
Pradyot Ranjan Jena, Ritanjali Majhi
Automated soil prediction using bag-of-features and chaotic spider monkey optimization algorithm
Sandeep Kumar, Basudev Sharma, Vivek Kumar Sharma, Ramesh C. Poonia
Particle swarm optimization with adaptive inertia weight based on cumulative binomial probability
Ankit Agrawal, Sarsij Tripathi
Threshold estimation from software metrics by using evolutionary techniques and its proposed algorithms, models
Neelamadhab Padhy, Rasmita Panigrahi, K. Neeraja
Data storage in cellular DNA: contextualizing diverse encoding schemes
Gaby G. Dagher, Anthony P. Machado, Eddie C. Davis, Thomas Green, John Martin, Matthew Ferguson
Performance evaluation of multilevel inverter based hybrid active filter using soft computing techniques
Soumya Ranjan Das, Prakash K. Ray, Asit Mohanty, Himansu Das
Deluge based Genetic Algorithm for feature selection
Ritam Guha, Manosij Ghosh, Souvik Kapri, Sushant Shaw, Shyok Mutsuddi, Vikrant Bhateja, Ram Sarkar
Categorization of Intercloud users and auto-scaling of resources
Tamanna Jena, J. R. Mohanty, Suresh Chandra Satapathy
Genetic algorithm for quality of service based resource allocation in cloud computing
Prasad Devarasetty, Satyananda Reddy
Automated cloud service based quality requirement classification for software requirement specification
R Raja Ramesh Merugu, Satyananda Reddy Chinnam
Design and analysis of behaviour based DDoS detection algorithm for data centres in cloud
Qubeb Shaik Mohammed Penukonda, Ilango Paramasivam
Decade research on text detection in images/videos: a review
V. N. Manjunath Aradhya, H. T. Basavaraju, D. S. Guru
A new framework to locate, connect and share mobile web services through intelligence techniques
Roshan Fernandes, G. L. Rio D’Souza, Anisha P. Rodrigues
An efficient method for group key management in Internet of Things using machine learning approach
Aravind Karrothu, Jasmine Norman
A proficient remote information responsibility check protocol in multi-cloud environment
H. AnwarBasha, S. SasiKumar, D. Dhanasekaran, J. Arunnehru
Thickness optimization of high temperature protective clothing
YiLin Zou, Kang Zhou, BinGe Ji, XiaoDong Wu, YiTing Zhen
An improved analytical approach for customer churn prediction using Grey Wolf Optimization approach based on stochastic customer profiling over a retail shopping analysis: CUPGO
R. Manivannan, R. Saminathan, S. Saravanan
Data augmentation for cancer classification in oncogenomics: an improved KNN based approach
Poonam Chaudhari, Himanshu Agarwal, Vikrant Bhateja
Deep learning based dynamic task offloading in mobile cloudlet environments
D. Shobha Rani, M. Pounambal
An efficient system model to minimize signal interference and delay in mobile cloud environment
Praveena Akki, V. Vijayarajan
A work load prediction strategy for power optimization on cloud based data centre using deep machine learning
P. S. Latha Kalyampudi, P. Venkata Krishna, Sathish Kuppani, V. Saritha
Development and performance evaluation of hybrid KELM models for forecasting of agro-commodity price
Nirjharinee Parida, Debahuti Mishra, Kaberi Das, Narendra Kumar Rout
Visual topic models for healthcare data clustering
K. Rajendra Prasad, Moulana Mohammed, R. M. Noorullah
Correction to: Visual topic models for healthcare data clustering
K. Rajendra Prasad, Moulana Mohammed, R. M. Noorullah
Architecture for distributed query processing using the RDF data in cloud environment
C. Ranichandra, B. K. Tripathy
Blood vessel extraction in fundus images using hessian eigenvalues and adaptive thresholding
P. V. G. D. Prasad Reddy
RETRACTED ARTICLE: Optimal feature selection through a cluster-based DT learning (CDTL) in heart disease prediction
G. Magesh, P. Swarnalatha
Analytics on real time security attacks in healthcare, retail and banking applications in the cloud
K. Padmaja, R. Seshadri
A cognitive mechanism for mitigating DDoS attacks using the artificial immune system in a cloud environment
Damai Jessica Prathyusha, Govinda Kannayaram
Predicting bipolar disorder and schizophrenia based on non-overlapping genetic phenotypes using deep neural network
S. Karthik, M. Sudha
RETRACTED ARTICLE: Automatic alert generation in a surveillance systems for smart city environment using deep learning algorithm
B. Janakiramaiah, G. Kalyani, A. Jayalakshmi
Analysis of net asset value prediction using low complexity neural network with various expansion techniques
Minakhi Rout, Koffi Mawuna Koudjonou, Suresh Chandra Satapathy
Evolving dictionary based sentiment scoring framework for patient authored text
Chitturi Satya Pavan Kumar, Lekkala Dasaratha Dhinesh Babu
Feedback-based fuzzy resource management in IoT using fog computing
D. Arunkumar Reddy, P. Venkata Krishna
Distributed deduplication with fingerprint index management model for big data storage in the cloud
S. Sabeetha Saraswathi, N. Malarvizhi
Hybrid encryption framework for securing big data storage in multi-cloud environment
G. Viswanath, P. Venkata Krishna
Intrusion detection system for cloud forensics using bayesian fuzzy clustering and optimization based SVNN
Siva Rama Krishna Tummalapalli, A. S. N. Chakravarthy
Soft computing approach for multi-objective task allocation problem in wireless sensor network
Gowthami Javvaji, Siba K. Udgata
An efficient approach for sentiment analysis using machine learning algorithm
A. Naresh, P. Venkata Krishna
Mining of multiple ailments correlated to diabetes mellitus
Shiva Shankar Reddy, Nilambar Sethi, R. Rajender
Supervised machine learning approach to predict qualitative software product
Hariom Sinha, Rajat Kumar Behera
Non-dominated Sorting Genetic Algorithm (NSGA-III) for effective resource allocation in cloud
A. Jemshia Miriam, R. Saminathan, S. Chakaravarthi
Development of statistical estimators for speech enhancement using multi-objective grey wolf optimizer
Tusar Kanti Dash, Sandeep Singh Solanki, Ganapati Panda, Suresh Chandra Satapathy
The effective SVM-based binary prediction of ground water table
Basetty Mallikarjuna, K. Sathish, P. Venkata Krishna, R. Viswanathan
Cardiomyopathy -induced arrhythmia classification and pre-fall alert generation using Convolutional Neural Network and Long Short-Term Memory model
Mythili Thirugnanam, Megana Santhoshi Pasupuleti
Particle swarm optimization based metamaterial inspired circularly polarized patch antenna for S band applications
Chirag Arora, Shyam S. Pattnaik
Machine learning approach for threat detection on social media posts containing Arabic text
Shatha AbdulAziz AlAjlan, Abdul Khader Jilani Saudagar
Electroencephalogram for epileptic seizure detection using stacked bidirectional LSTM_GAP neural network
D. K. Thara, B. G. Premasudha, Ramesh Sunder Nayak, T. V. Murthy, G. Ananth Prabhu, Naeem Hanoon
Approaching the cold-start problem using community detection based alternating least square factorization in recommendation systems
Lakshmikanth Paleti, P. Radha Krishna, J. V. R. Murthy
On deep ensemble CNN–SAE based novel agro-market price forecasting
Nirjharinee Parida, Debahuti Mishra, Kaberi Das, Narendra Kumar Rout, Ganapati Panda
An efficient priority based resource management framework for IoT enabled applications in the cloud
J. Mahalakshmi, P. Venkata Krishna
Context-aware next location prediction using data mining and metaheuristics
Chetashri Bhadane, Ketan Shah
Arbitrary oriented multilingual text detection and segmentation using level set and Gaussian mixture model
H. T. Basavaraju, V. N. Manjunath Aradhya, M. S. Pavithra, D. S. Guru, Vikrant Bhateja
Multi-objective based deployment of throwboxes in Delay Tolerant Networks for the Internet of Things environment
Poongodi Chinnasamy, Siba Kumar Udgata, Lalitha K, Jeevanantham A
An efficient ACO-PSO-based framework for data classification and preprocessing in big data
Ashutosh Kumar Dubey, Abhishek Kumar, Rashmi Agrawal
A node to node security for sensor nodes implanted in cross cover multi-layer architecture using Mc-Nie algorithm
Kumar Babu Batta, Venkateswara Rao Gurrala, Vishnu Srinivasa Murthy Yarlagadda
Ambient assisted living predictive model for cardiovascular disease prediction using supervised learning
Sibo Prasad Patro, Neelamadhab Padhy, Dukuru Chiranjevi
Generic model for automated player selection for cricket teams using recurrent neural networks
V. Sivaramaraju Vetukuri, Nilambar Sethi, R. Rajender
A review on various methodologies used for vehicle classification, helmet detection and number plate recognition
S. Sanjana, S. Sanjana, V. R. Shriya, Gururaj Vaishnavi, K. Ashwini
Feature reduction using SVM-RFE technique to detect autism spectrum disorder
Priya Mohan, Ilango Paramasivam
An insect inspired approach for optimization of tasks scheduling in computational grids
Debashreet Das, Chitta Ranjan Tripathy, Pradyumna Kumar Tripathy
Hybrid optimization algorithm for task scheduling and virtual machine allocation in cloud computing
G. Sreenivasulu, Ilango Paramasivam
Convolutional neural network-based feature extraction using multimodal for high security application
Priti Shende, Yogesh Dandawate
Prognosticate of the financial market utilizing ensemble-based conglomerate model with technical indicators
Dushmanta Kumar Padhi, Neelamadhab Padhy
Evaluation of brain tumor using brain MRI with modified-moth-flame algorithm and Kapur’s thresholding: a study
Seifedine Kadry, V. Rajinikanth, N. Sri Madhava Raja, D. Jude Hemanth, Naeem M. S. Hannon, Alex Noel Joseph Raj
A novel algorithm for efficient utilization of gemstone using genetic algorithm
Hiten M. Sadani, Nikhil Kumar Singh, Manish Khare
MRI-based brain tumor detection using the fusion of histogram oriented gradients and neural features
Rafid Mostafiz, Mohammad Shorif Uddin, Nur-A Alam, Md. Mahmodul Hasan, Mohammad Motiur Rahman
Image fusion practice to improve the ischemic-stroke-lesion detection for efficient clinical decision making
D. Jude Hemanth, V. Rajinikanth, Vaddi Seshagiri Rao, Samaresh Mishra, Naeem M. S. Hannon, R. Vijayarajan, S. Arunmozhi
Semantic approaches for query expansion
Dilip Kumar Sharma, Rajendra Pamula, D. S. Chauhan
An improved security and privacy management system for data in multi-cloud environments using a hybrid approach
Sunitha Pachala, Ch. Rupa, L. Sumalatha
Flower pollination algorithm based reverse mapping methodology to ascertain operating parameters for desired surface roughness
R. S. Umamaheswara Raju, V. V. S. S. S. Chakravarthy, P. S. R. Chowdary
Integration of complex wavelet transform and Zernike moment for multi‐class classification
Manish Khare, Ashish Khare
Automated classification of retinal images into AMD/non-AMD Class—a study using multi-threshold and Gassian-filter enhanced images
V. Rajinikanth, R. Sivakumar, D. Jude Hemanth, Seifedine Kadry, J. R. Mohanty, S. Arunmozhi, N. Sri Madhava Raja, Nguyen Gia Nhu
A novel weather prediction model using a hybrid mechanism based on MLP and VAE with fire-fly optimization algorithm
Veera Ankalu Vuyyuru, G. Appa Rao, Y. V. Srinivasa Murthy