A ROBUST MACHINE LEARNING-BASED ENSEMBLE LEARNING FRAMEWORK FOR HATE SPEECH DETECTION IN LOW-RESOURCE SOCIAL MEDIA TEXT
The low-resource social media text i.e., Urdu tweets containing hate speech are identified with the help of a machine learning-based ensemble approach. The dataset used for this study consisted of 8,800 tweets and half of them were labeled as Hateful and the other half as No-Hate. In preprocessing, we took into account the features of Urdu normaliz...
By Husnain Saleem, Muhammad Javed, Kiran Hanif, Asad Ullah, Muhammad Usman Ghani, Muhammad Waqas, Muhammad Ali Khan, Sheraz Ali Hassan
BRIDGING THE GAP BETWEEN KNOWLEDGE MANAGEMENT AND DIGITAL TRANSFORMATION: THE CRITICAL ROLE OF DIGITAL LITERACY, ORGANIZATIONAL CULTURE
This paper explores the connections between knowledge management (KM), digital literacy (DL), organizational culture (OC) and digital transformation (DT). It investigates the role of KM on the usage of DL and OC and how both are interplaying determinants of successful digital change. To examine these relationships, the study conducted a path analys...
By Rehmat Shah, Muhammad Naeem Sarwar, Saba Hanif, Zubair Younas
ADVANCING DIABETES PREDICTION THROUGH MACHINE LEARNING AND DEEP LEARNING MODELS USING PIMA INDIAN AND CLINICAL-BIOLOGICAL DATA
Diabetes Mellitus is a significant world health and early detection is of paramount significance since it decreases the complications and enables medical intervention in time. The paper is a comparison between the predictive accuracy of the eight Machine Learning classifiers: Logistic Regression, Support Vector Machine (SVM), Decision Tree, Random ...
By Zeeshan Hussain, Suraiya Parveen, Ashif Khan, Ihtiram Raza, Umnah
PREDICTION OF TOXIC-METABOLIC DISORDERS AT EMERGENCY CONDITIONS USING MULTI-LABEL CLASSIFICATION IN MACHINE LEARNING
Diagnosing critical conditions like Acute Liver Failure (ALF), Methanol Toxicity (MT), Alcohol Poisoning (AP), and Diabetic Ketoacidosis (DKA) is difficult due to similar symptoms and complex interdependent metabolism, often resulting in delayed and incorrect diagnoses in historic clinical practice. We present a hybrid machine learning framework in...
By S. Ramadoss, A. Kumaravel
HISTORICAL DEVELOPMENT OF CONSTRUCTION TECHNIQUES: FROM ANCIENT ARCHITECTURE TO MODERN ENGINEERING
The history of architecture has been molded with the development in modes of construction, reflecting the social, economic, and technological advancement of different civilizations. This paper discusses the chronological development of the various methods of construction from ancient architecture to modern engineering and cites some key milestones ...
By Nodir Karimov, Maman Sarybaev, Aynazar Kaipnazarov, Nematjan Djumageldiev, Rustem Reymbaev, Fariza Kholdarova
INFLUENCE AND PREDICTION OF SINTERED AGGREGATE SIZE DISTRIBUTION ON THE PERFORMANCE OF LIGHTWEIGHT ALKALI-ACTIVATED CONCRETE
The most effective method for mitigating the adverse environmental impacts of traditional concrete involves substituting cement and natural aggregate with waste and byproduct resources. Utilizing sintered lightweight aggregate (fly ash) in geopolymer concrete emerges as an efficient solution for managing and disposing of significant amounts of fly ...
By Pushpendra Singh Palash, Priyanka Dhurvey
OPTIMIZATION ALGORITHM OF PUBLIC SERVICE FACILITIES LAYOUT IN EARTHQUAKE-STRICKEN AREAS BASED ON SA ALGORITHM
The environment in earthquake-stricken areas is complex and changeable. The optimization of public service facility layout usually involves multiple objectives, such as maximizing coverage, minimizing service distance, optimizing resource allocation, etc. The coupling conflict between these objectives weakens the functions of public service facilit...
By Wang Feifei
THE IMPACT OF GEOLOGY ON ENVIRONMENTAL MANAGEMENT IN MINING OPERATIONS
Both biological populations and the terrain suffer greatly from mining. Mining activities upset plant communities, and the habitats that result from the mining become depleted, creating an extremely difficult environment for the growth of plants. The mining leaves behind nutrient-deficient sandy spoils that are hostile to plants, and methods of rec...
By Arasuraja Ganesan, Priya Sethuraman, Sundara Balamurugan
GAPS OF INDIAN ELECTRICAL ENERGY SECTOR AND ITS OPTIMAL MITIGATION BY USING OPTIMAL UTILIZATION OF INDIAN RENEWABLE ENERGY POLICY WITH THE HELP OF THE P&O MPPT TECHNIQUE
Developing countries, especially, India, depend importantly on energy sources to perform their country’s industrial and economic activities. Mainly the two factors continuous population growth of the country and the rapid growth rate of industrialization of the country, the gap between electrical energy supply and demand for electrical energy...
By G. Suresh, D. Lenine
AN EXAMINATION OF CUTTING-EDGE DESIGN AND CONSTRUCTION METHODS CONCERNING GREEN ARCHITECTURE AND RENEWABLE ENERGY EFFICIENCY FOR TIER-II CITIES OF INDIA
The growing global concern about environmental deterioration and energy consumption has made green architecture and energy efficiency essential in modern construction. To improve energy efficiency, green architecture uses a variety of creative design and construction methods, which are all thoroughly reviewed in this paper. The study explores the i...
By Anshul Jain, K. Ananda Babu