723
Publications
2206
Auteurs uniques
3
Pays représentés
Afrique du SudGhanaÉthiopie
Sous-domaines
Apprentissage automatique
335 publication(s)
Apprentissage profond
25 publication(s)
IA générative
13 publication(s)
Systèmes experts
0 publication(s)
Traitement automatique du langage
91 publication(s)
Vision par ordinateur
28 publication(s)
Publications
723 publication(s) trouvée(s)
Article scientifique
Hybrid Harris hawks optimization with cuckoo search for drug design and discovery in chemoinformatics
One of the major drawbacks of cheminformatics is a large amount of information present in the datasets. In the majority …
Article scientifique
Modeling Plasmodium falciparum Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 Variants
Abstract Malaria, predominantly caused by Plasmodium falciparum , poses one of largest and most durable health threats in the world. …
Article scientifique
ARIMA Models for Predicting the End of COVID-19 Pandemic and the Risk of a Second Rebound
Abstract Globally, many research works are going on to study the infectious nature of COVID-19 and every day we learn …
Article scientifique
Smart Ubiquitous Chatbot for COVID-19 Assistance with Deep learning Sentiment Analysis Model during and after quarantine
Abstract The huge number of deaths caused by the novel pandemic COVID-19, which can affect anyone of any sex, age …
Article scientifique
Comparative Analysis for Boosting Classifiers in the Context of Higher Education
Machine learning techniques are applied on higher education data for analyzing the interac-tion between the students and electronic learning systems. …
Article scientifique
A Comparative Study of Machine Learning Methods for Automatic Classification of Academic and Vocational Guidance Questions
Academic and vocational guidance is a particularly important issue today, as it strongly determines the chances of successful integration into …
Article scientifique
Exploring the Documentation and Preservation of African Indigenous Knowledge in a Digital Lexical Database
Transcending the boundaries of printed lexicographic resources is becoming easier in the digital age, with e-resources facilitating restrictions on the …
Article scientifique
Android Malware Detection through Machine Learning Techniques: A Review
The open source nature of Android Operating System has attracted wider adoption of the system by multiple types of developers. …
Article scientifique
Adaptive Model for Credit Card Fraud Detection
While the flow of banking transactions is increasing, the risk of credit card fraud is becoming greater particularly with the …
Article scientifique
Electronic Communications
Electronic communications refer to the transmission of information using electronic devices and systems, encompassing a wide array of technologies such …
Article scientifique
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach
Machine learning algorithms have been applied to achieve high levels of accuracy in tasks associated with the processing of natural …
Article scientifique
NAYEL at SemEval-2020 Task 12: TF/IDF-Based Approach for Automatic Offensive Language Detection in Arabic Tweets
In this paper, we present the system submitted to "SemEval-2020 Task 12". The proposed system aims at automatically identify the …
Article scientifique
Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation
Yifei Yuan, Jingbo Zhou, Wai Lam. Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational …
Article scientifique
Video Alignment Using Bi-Directional Attention Flow in a Multi-Stage Learning Model
Recently, deep learning techniques have contributed to solving a multitude of computer vision tasks. In this paper, we propose a …
Article scientifique
Design Automation and Implementation of Machine Learning Classifier Chips
This paper presents a novel framework that automates the creation of a trained-classifier integrated circuit from a dataset. The framework …
Article scientifique
DRCS-SR: Deep Robust Compressed Sensing for Single Image Super-Resolution
Compressed sensing (CS) represents an efficient framework to simultaneously acquire and compress images/signals while reducing acquisition time and memory requirements …
Article scientifique
A Password-Based Authentication System Based on the CAPTCHA AI Problem
Powerful cryptographic systems based on mathematically hard problems are utilized to ensure tighter security for data communication purposes. However, these …
Article scientifique
Deep Learning Model for Fine-Grained Aspect-Based Opinion Mining
Despite the great manufactures' efforts to achieve customer satisfaction and improve their performance, social media opinion mining is still on …
Article scientifique
A Comparative Performance Study of Hybrid Firefly Algorithms for Automatic Data Clustering
In cluster analysis, the goal has always been to extemporize the best possible means of automatically determining the number of …
Article scientifique
A Machine Learning-Based Recommender System for Improving Students Learning Experiences
Outcome-based education (OBE) is a well-proven teaching strategy based upon a predefined set of expected outcomes. The components of OBE …