2022 6th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI) - Conference Table of Contents | IEEE Xplore
Artificial Intelligence (SLAAI-ICAI), SLAAI International Conference on

2022 6th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)

DOI: 10.1109/SLAAI-ICAI56923.2022

1-2 Dec. 2022

Proceedings

The proceedings of this conference will be available for purchase through Curran Associates.

Artificial Intelligence (SLAAI-ICAI), 2022 6th SLAAI International Conference on

SLAAI-ICAI 2022 Cover Page

Publication Year: 2022,Page(s):c1 - c1

Agenda

Publication Year: 2022,Page(s):i - i

Content

Publication Year: 2022,Page(s):i - iii

SLAAI-ICAI 2022 Panel Discussion

Publication Year: 2022,Page(s):i - iv
Speaker verification, a biometric identifier, determines whether an input speech belongs to the claimed identity. The existing models for speaker verification have reported performances mainly in English, and no study has experimented with Sinhala and Tamil datasets. This study proposes a semi-automated pipeline to curate datasets for Sinhala and Tamil from videos on YouTube filmed under noisy and...Show More
Internet of Things (IoT) systems, along with Machine Learning (ML) and Artificial Intelligence (AI), performed well in present systems. For location-based IoT systems, it is vital to accurately estimate the object’s geographical position to differentiate objects in an indoor environment. In this research study, Received Signal Strength Indicators (RSSI) and ML-based solutions are proposed for indo...Show More
Speaker diarization is the task of partitioning a speech signal into homogeneous segments corresponding to speaker identities. We introduce a Tamil test dataset, considering that the existing literature on speaker diarization has experimented with English to a great extent; however, none on a Tamil dataset. An overlapped speech segment is a part of an audio clip where two or more speakers speak si...Show More
Machine Learning (ML) based Indoor Positioning Systems (IPS) are more efficient than other classical localization algorithms developed. Rather, efficiency these ML based IPS are easy to deploy in real environments. ML-based IPS initiates cognitive Location Based Services (LBS) in IoT. Among these LBSs, Ambient Assisted Living applications are curtailed. In this paper, we experiment with how to use...Show More
Musical instrument recognition is an essential aspect of music information retrieval, and nowadays, audio signal processing is an active research domain. Automatic identification of traditional music instruments from the soundtracks is one of the applications which combines signal processing and machine learning techniques. So, this paper presents an application to automatically recognise the Sri ...Show More
Janya Ragas are Carnatic music ragas derived from the fundamental ragas called Melakarta Raga, by the permutation and combination of various ascending and descending swaras. Raga recognition is an important task, essential to research in Music Information Retrieval in Indian Classical Music. Even though the automatic raga recognition methods have been widely adopted in Carnatic music, most of the ...Show More
The purpose of this study is to develop a hybrid Brain-Computer Interface (BCI) system for home automation (smart multiplug), which can be controlled through both mind (brain) and voice (vocals). BCIs have emerged as a viable prospect in the fields of medicine (e.g., neuronal rehabilitation), education, mind reading, and distant communication over the last decade. However, because of the challenge...Show More
Automobile manufacturers are targeting to increase the safety of drivers and passengers by incorporating different Advanced Driver Assistance Systems (ADAS). Most of these ADAS are vision-based and in order to operate them properly, these systems require a clear vision which is challenging to acquire during the night. Considering this limitation, the study presented explores the possibility of tra...Show More
Today, with the development of technology, most manual methods are replaced by automated computer systems for the easiness of human beings. Plant identification and disease classification are two major agricultural research areas, focusing on introducing computerized systems rather than manual methods. Many researchers used various identification and classification techniques using computer-based ...Show More
Age estimation is fundamental to forensic expertise and clinical medicine. The third molar offers one of the unique benefits that proceed over a more extended period. Demirjian’s method is used to classify the third molar development based on eight stages. The stages were allocated a biologically weighted score for each gender. The main objective of this study is to predict the age of subadults ba...Show More
Nowadays, each industry uses different kinds of smart appliances to make their day-to-day tasks easy. Because of the emergence of new technologies, one of those affected industries is the manufacturing industry which has a major concern about automating the manufacturing processes to provide quality-assured products on time. Among the production companies, tile manufacturing is facing a huge probl...Show More
Stress is a feeling of emotional or physical tension, this makes a serious influence among undergraduates. There is a lack of stress prediction techniques that can detect what sort of stress level undergraduates are having from time to time. This research explored the prediction of undergraduate stress levels using eye-tracking. In this study, 306 PSS-10 data sets and 30600 eye-tracking data (Imag...Show More
Online interviews has become the norm at present due to the requirement of maintaining social distance as well as an efficient means for avoiding other prevailing limitations. In online interviews the candidate faces the interview panel virtually, limiting the opportunity of the panel to observe facial expressions, body language and other soft skills of the candidate. Analyzing the required soft s...Show More
The heart is one of the essential organs in the human body. People are suffering from ‘Myocardial Infraction’, ‘Angioplasty’ and ‘Bypass surgery’ or sudden death. Stress Echocardiography involves raising patients’ heart rates through exercise. Then, take various measurements by pressuring the heart. Dobutamine can be used to pressure the heart, called Dobutamine Stress Echocardiography. Therefore,...Show More
The academic status of a student following a degree programme is very useful to the university and the student as well in many ways. Through the degree programme most of the students aim to graduate with a class, but very few students achieve their goal. Therefore, both university administration and students are very concerned about their academic status. Through the proposed Undergraduate’s Class...Show More
The ontology is one of the best methods of defining the semantic model of the data combined with the associated domain knowledge. It can be used in formulating some data searching strategies. Ontologies can also define links between different types of semantic knowledge. However, ontology building is a time-consuming and complicated task that needs expert participation. Therefore, the automatic ge...Show More
The imbalanced dataset is a challenging issue in many classification tasks. Because it leads a machine learning algorithm to poor generalization and performance. The imbalanced dataset is characterized as having a huge difference between the number of samples that contain each class. Unfortunately, various resampling methods are proposed to solve this problem. In our work, we target enhancing the ...Show More
This Postpartum depression (PPD) is approaching epidemic rates in many South Asian countries. It occurs in some mothers after giving childbirth because of changes in their physical, behavioral, and emotional development. The main objective of this research is to identify factors that reason for PPD based on the mother’s family, social background, and other data related to the status of the mother ...Show More
The implications of AI on human culture are intensely contested. There are people who believe that AI has a positive impact on people’s daily lives because it can perform mundane and even complex activities more efficiently and effectively than humans. Although AI has many potential applications, it also raises important public policy questions, and more work needs to be done to create safe human-...Show More
The theory of belief functions is a modeling language for representing and combining pieces of evidence to construct representations of our beliefs about certain aspects of the world. This study proposed to present several concepts and examples to combine a pair of belief functions into a single one. To get enough conditions to change ignorance when independent pieces of evidence are combined with...Show More
Rubber is the most significant and widely used material in the industry. Sri Lanka is well renowned for production of quality rubber. This study is undertaken to forecast natural rubber (NR) prices for upcoming years in Sri Lanka. Since rubber is a storable intermediate good, current population heavily depends on future prices. Before the year 2011, rubber has good price scale, but due to the lack...Show More

Proceedings

The proceedings of this conference will be available for purchase through Curran Associates.

Artificial Intelligence (SLAAI-ICAI), 2022 6th SLAAI International Conference on