Multi-label classification is the process of specifying more than one class label for each instance. The high-dimensional data in various multi-label classification tasks have a direct impact on reducing the efficiency of traditional multi-label classifiers. To tackle this problem,...
Open access
Research Article10.9734/ajrcos/2021/v9i430230
Moses Apambila Agebure, Wumnaya, Paula Aninyie, Baagyere, Edward Yellakuor, Paula Aninyie Wumnaya, Agebure, Moses Apambila & Edward Yellakuor Baagyere·Asian Journal of Research in Computer Science·2021
There has been a significant attempt to derive supervised learning models for training Spiking Neural Networks (SNN), which is the third and most recent generation of Artificial Neural Network (ANN). Supervised SNN learning models are considered more biologically plausible and th...
Open access
Research Article10.9734/ajrcos/2021/v9i430228
Kak, Shakir Fattah, Azar Abid Salih, Ageed, Zainab Salih, Siddeeq Y. Ameen, Subhi R. M. Zeebaree, Mohammed A. M. Sadeeq, Shakir Fattah Kak, Naaman Omar, Sadeeq, Mohammed A. M., Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin, Yasin, Hajar Maseeh, Zryan Najat Rashid, Ameen, Siddeeq Y. & Zainab Salih Ageed·Asian Journal of Research in Computer Science·2021
Recently, computer networks faced a big challenge, which is that various malicious attacks are growing daily. Intrusion detection is one of the leading research problems in network and computer security. This paper investigates and presents Deep Learning (DL) techniques for impro...
Open access
Research Article10.9734/ajrcos/2021/v9i430229
The Internet of Things (IoT) is a paradigm shift that enables billions of devices to connect to the Internet. The IoT's diverse application domains, including smart cities, smart homes, and e-health, have created new challenges, chief among them security threats. To accommodate t...
Open access
Research Article10.9734/ajrcos/2021/v9i430226
The bird classifier is a system that is equipped with an area machine learning technology and uses a machine learning method to store and classify bird calls. Bird species can be known by recording only the sound of the bird, which will make it easier for the system to manage. Th...
Open access
Research Article10.9734/ajrcos/2021/v9i430227
Leukemia refers to a disease that affects the white blood cells (WBC) in the bone marrow and/or blood. Blood cell disorders are often detected in advanced stages as the number of cancer cells is much higher than the number of normal blood cells. Identifying malignant cells is cri...
Open access
Research Article10.9734/ajrcos/2021/v9i330225
Digital image authentication techniques have recently gained a lot of attention due to their importance to a large number of military and medical applications, banks, and institutions, which require a high level of security. Generally, digital images are transmitted over insecure...
Open access
Research Article10.9734/ajrcos/2021/v9i330224
On the leaning of the widespread adaptation of web services such as social networking sites (like Twitter, Facebook, LinkedIn, YouTube, WhatsApp, Instagram, Pinterest, etc.) and E-mail have become regular work. We approach these sites to gather or share information worldwide in t...
Open access
Research Article10.9734/ajrcos/2021/v9i330223
Web of thing (WoT) is a gifted answer for interface and access each gadget through the web. Consistently the gadget includes increments with huge variety fit as a fiddle, size, use and intricacy. In this paper Since WoT drives the world and changes individuals' lives with its wid...
Open access
Research Article10.9734/ajrcos/2021/v9i330221
Weather forecasting is the process of predicting the status of the atmosphere for certain regions or locations by utilizing recent technology. Thousands of years ago, humans tried to foretell the weather state in some civilizations by studying the science of stars and astronomy....
Open access
Research Article10.9734/ajrcos/2021/v9i330222
In the modern world, all technologies have reached, their level of perspective especially computer technology has reached the maximum level. Nowadays, the game application plays a major role in everyone's life. Day by day, Gaming applications and the gaming industries are becomin...
Open access
Research Article10.9734/ajrcos/2021/v9i230219
The Internet of Things (IoT) is one of today's most rapidly growing technologies. It is a technology that allows billions of smart devices or objects known as "Things" to collect different types of data about themselves and their surroundings using various sensors. They may then...
Open access
Research Article10.9734/ajrcos/2021/v9i230218
For some nonlinear dynamic systems with uncertainties or disturbances, neural networks can perform intelligent cognition and simulation on them, achieve a good system description, and further realize intelligent control. Aiming at the ethylene rectification process, in order to a...
Open access
Research Article10.9734/ajrcos/2021/v9i230217
Saad H. Haji, Ageed, Zainab Salih, Subhi R. M. Zeebaree, Rezgar Hasan Saeed, Siddeeq Y. Ameen, Sadeeq, Mohammed A. M., Haji, Saad H., Hanan M. Shukur, Naaman Omar, Mohammed A. M. Sadeeq, Yasin, Hajar Maseeh, Ameen, Siddeeq Y., Zainab Salih Ageed, Ibrahim Mahmood Ibrahim, Saeed, Rezgar Hasan & Hajar Maseeh Yasin·Asian Journal of Research in Computer Science·2021
The Internet has caused the advent of a digital society; wherein almost everything is connected and available from any place. Thus, regardless of their extensive adoption, traditional IP networks are yet complicated and arduous to operate. Therefore, there is difficulty in config...
Open access
Research Article10.9734/ajrcos/2021/v9i230216
In recent years, when users across the world have embraced smart devices in greater numbers owing to recent advances and appealing applications, they have also become a target for criminals who are zealously attempting to breach protection. As a result, a significant number of at...
Open access
Research Article10.9734/ajrcos/2021/v9i230220