Search Results - "Computational Intelligence and Neuroscience"

Deep Learning for Computer Vision: A Brief Review by Protopapadakis, Eftychios, Doulamis, Anastasios, Doulamis, Nikolaos, Voulodimos, Athanasios

“…Over the last years deep learning methods have been shown to outperform previous state-of-the-art machine learning techniques in several fields, with computer…”
Get full text

Prediction of Heart Disease Using a Combination of Machine Learning and Deep Learning by Bharti, Rohit, Khamparia, Aditya, Shabaz, Mohammad, Dhiman, Gaurav, Pande, Sagar, Singh, Parneet

“…The correct prediction of heart disease can prevent life threats, and incorrect prediction can prove to be fatal at the same time. In this paper different…”
Get full text

Breast Cancer Detection on Histopathological Images Using a Composite Dilated Backbone Network by Mohanakurup, Vinodkumar, Parambil Gangadharan, Syam Machinathu, Goel, Pallavi, Verma, Devvret, Alshehri, Sameer, Kashyap, Ramgopal, Malakhil, Baitullah

“…Breast cancer is a lethal illness that has a high mortality rate. In treatment, the accuracy of diagnosis is crucial. Machine learning and deep learning may be…”
Get full text

Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification by Culibrk, Dubravko, Anderla, Andras, Arsenovic, Marko, Sladojevic, Srdjan, Stefanovic, Darko

“…The latest generation of convolutional neural networks (CNNs) has achieved impressive results in the field of image classification. This paper is concerned…”
Get full text

Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization by Xie, Lei, Han, Tong, Zhou, Huan, Zhang, Zhuo-Ran, Han, Bo, Tang, Andi

“…In this paper, a novel swarm-based metaheuristic algorithm is proposed, which is called tuna swarm optimization (TSO). The main inspiration for TSO is based on…”
Get full text

Deep Learning Model for the Automatic Classification of White Blood Cells by Sharma, Sarang, Gupta, Sheifali, Gupta, Deepali, Juneja, Sapna, Gupta, Punit, Dhiman, Gaurav, Kautish, Sandeep

“…Blood cell count is highly useful in identifying the occurrence of a particular disease or ailment. To successfully measure the blood cell count, sophisticated…”
Get full text

Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning by Wang, Guan, Wang, Jianxin, Sun, Yu

“…Automatic and accurate estimation of disease severity is essential for food security, disease management, and yield loss prediction. Deep learning, the latest…”
Get full text

Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques by Rodrigues, Anisha P, Fernandes, Roshan, A, Aakash, B, Abhishek, Shetty, Adarsh, K, Atul, Lakshmanna, Kuruva, Shafi, R. Mahammad

“…In this modern world, we are accustomed to a constant stream of data. Major social media sites like Twitter, Facebook, or Quora face a huge dilemma as a lot of…”
Get full text

A New Steel Defect Detection Algorithm Based on Deep Learning by Zhao, Weidong, Chen, Feng, Huang, Hancheng, Li, Dan, Cheng, Wei

“…In recent years, more and more scholars devoted themselves to the research of the target detection algorithm due to the continuous development of deep…”
Get full text

Social Network Search for Solving Engineering Optimization Problems by Bayzidi, Hadi, Talatahari, Siamak, Saraee, Meysam, Lamarche, Charles-Philippe

“…In this paper, a new metaheuristic optimization algorithm, called social network search (SNS), is employed for solving mixed continuous/discrete engineering…”
Get full text

EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review by Ahmad, Ijaz, Wang, Xin, Zhu, Mingxing, Wang, Cheng, Pi, Yao, Khan, Javed Ali, Khan, Siyab, Samuel, Oluwarotimi Williams, Chen, Shixiong, Li, Guanglin

“…Epileptic seizure is one of the most chronic neurological diseases that instantaneously disrupts the lifestyle of affected individuals. Toward developing novel…”
Get full text

Internet of Medical Things (IoMT)-Based Smart Healthcare System: Trends and Progress by Srivastava, Jyoti, Routray, Sidheswar, Ahmad, Sultan, Waris, Mohammad Maqbool

“…Internet of Medical Thing (IoMT) is the most emerging era of the Internet of Thing (IoT), which is exponentially gaining researchers’ attention with every…”
Get full text

Student Engagement Predictions in an e-Learning System and Their Impact on Student Course Assessment Scores by Abidi, Syed Muhammad Raza, Zhang, Wu, Zhu, Wenhao, Hussain, Mushtaq

“…Several challenges are associated with e-learning systems, the most significant of which is the lack of student motivation in various course activities and for…”
Get full text

EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities by Suhaimi, Nazmi Sofian, Teo, Jason, Mountstephens, James

“…Emotions are fundamental for human beings and play an important role in human cognition. Emotion is commonly associated with logical decision making,…”
Get full text

A Systematic and Meta-Analysis Survey of Whale Optimization Algorithm by Mohammed, Hardi M., Rashid, Tarik A., Umar, Shahla U.

“…The whale optimization algorithm (WOA) is a nature-inspired metaheuristic optimization algorithm, which was proposed by Mirjalili and Lewis in 2016. This…”
Get full text

Edge AI-Based Automated Detection and Classification of Road Anomalies in VANET Using Deep Learning by Bibi, Rozi, Saeed, Yousaf, Zeb, Asim, Ghazal, Taher M., Rahman, Taj, Said, Raed A., Abbas, Sagheer, Ahmad, Munir, Khan, Muhammad Adnan

“…Road surface defects are crucial problems for safe and smooth traffic flow. Due to climate changes, low quality of construction material, large flow of…”
Get full text

Study Partners Recommendation for xMOOCs Learners by Xu, Bin, Yang, Dan

“…Massive open online courses (MOOCs) provide an opportunity for people to access free courses offered by top universities in the world and therefore attracted…”
Get full text

Log-Linear Model Based Behavior Selection Method for Artificial Fish Swarm Algorithm by Huang, Zhehuang, Chen, Yidong

“…Artificial fish swarm algorithm (AFSA) is a population based optimization technique inspired by social behavior of fishes. In past several years, AFSA has been…”
Get full text

An Improved Grey Wolf Optimization Algorithm with Variable Weights by Gao, Zheng-Ming, Zhao, Juan

“…With a hypothesis that the social hierarchy of the grey wolves would be also followed in their searching positions, an improved grey wolf optimization (GWO)…”
Get full text

Classification and Detection of Autism Spectrum Disorder Based on Deep Learning Algorithms by Alsaade, Fawaz Waselallah, Alzahrani, Mohammed Saeed

“…Autism spectrum disorder (ASD) is a type of mental illness that can be detected by using social media data and biomedical images. Autism spectrum disorder…”
Get full text