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Full Description
The proceedings of the first International Conference on Smart Computing and Communication for Sustainable Convergence (ISCCSC 2024) present a rich repository of cutting-edge research on smart computing, artificial intelligence and machine learning.
It highlights technological breakthroughs and practical challenges in the field of edge learning, data mining, image processing, smart communications, 5G/6G communication networks, signal processing, wireless sensor networks, antenna systems and imaging. It also explores a wide range of communication paradigms, especially those pertaining to smart cities by delving deeper into smart healthcare, smart transportation and intelligent data processing. The findings are instrumental in combating critical global issues and foster a deeper understanding of the role of AI in shaping the world we live in.
This will be a highly valuable guide to researchers, data scientists, practicing professionals and students in the fields of artificial intelligence, machine learning and data processing.
Contents
Session 1: Smart computing
Non-invasive PCOS prediction using SVM: A data-driven machine learning approach
Comparative evaluation of machine learning models for enhanced mental health prediction
Optimized gradient boosting models for effective obesity risk assessment
A comparative analysis of optimization algorithms for non-contact heart rate measurement using DNN
Assessing classification algorithms in Fog computing for diabetes diagnosis: A TOPSIS analysis of kNN, Naïve Bayes, and SVM (Cubic)
A hybrid approach to enhancing heart disease prediction using machine learning techniques
Over The Top (OTT) media services: Market trends, viewer preferences and strategic implications
An improved approach of robust and scalable WSN routing policy with adaptable loads using ranking mechanism by ML
Adapting to the adversaries: A thorough examination of machine learning methods in the persistent fight against spam
Securing networks with transfer learning neural networks: Identifying malicious traffic
A comprehensive review of sentiment analysis methods for social media data
Transforming customer insights: Sentiment analysis of Amazon reviews with Naive Bayes
Session 2: Sustainable communication
A machine learning based approach for detection of fake news using real time data
Design and development of a facial recognition-based system for extraction of missing person leads using deep learning algorithms
Assessing the security risks of cryptocurrency mining pools: Strategies for mitigating centralization threats
Strategies to mitigate neurocognitive decline in brain metastasis and treatment interventions
Utilizing big data analytics and data mining techniques to improve operational efficiency for predictive maintenance in the automotive sector
GastosBuddy: A smart personal finance manager with optical character recognition integration (OCR) and financial visualization forecast
Recent advancements in the diagnosis of gastric cancer using AI-based MRI and CT imaging
Machine learning for smarter supply chains: A playbook for next-generation inventory optimization
Deep learning-based IoT solutions for real-time health monitoring
Transforming smart education: RPA-driven scheduling for enhanced learning efficiency
Session 3: Technological convergence and applications
Clinical relevance of AI-powered drug discovery
Explainable AI for healthcare: Enhancing transparency and interpretability
Examining the impact of academic pressure and workload in NEP system on student well-being and performance: A multi-dimensional analysis
Energy-efficient Moore FSM implementation on Xilinx Genesys and Kintex FPGA families
Optimizing data memory MIPS for addressing energy shortfalls with Kintex FPGA
Protecting networks: A machine learning-based approach to prevent DDoS attack in SDNs
Evaluating the accuracy and computational load of Booth's Algorithm and Vedic multiplication in digital systems
Enhancing IoT with AI: A systematic literature review and comparative study of applications and performance
Enhancing deepfake detection with CNNs and vision transformers: Navigating ethical and legal challenges
Comparative analysis and evaluation of standard PSO with modified PSO
R3 garage car rental: Leveraging real-time GPS tracking and web-based technology
Automatic water tank level monitoring and controlling system using PLC and sensors
Innovative approaches in designing an AutoPilot surveillance drone system
XAI: Interpretability and explainability
Session 4: Inspiring technology solutions for sustainable technologies
Quality management system for automated product sorting using PLC
Deep learning approaches for image classification: Performance analysis and optimization
Deep learning-based wild animal recognition for real-time intrusion detection and wildlife conservation
Artificial intelligence influence on the function and consequences of human resource management with the locus of control and innovative work behaviour
The overview and introduction of artificial intelligence and emotional intelligence to advertising
AI-surveillance system for examination cheating prevention
An automated prest-O-lite valve gripper switch for LPG tanks with SMS alert notification
Kinetic energy conversion in human-powered exercise equipment: Advancing sustainable energy harvesting technologies
Efficient printing solutions through the automated kiosk system
Pest eliminator rover: Light-induced attracting catcher and computer vision-guided sprayer
PigSmartHealth: A monitoring device for potential health risk
Seismic monitoring device with wearable technology for enhanced search and rescue operations
Sleep haven: A sleep-enhancing lamp with sleep state detection
Analysis of congestion mitigation approaches in wireless sensor networks: Performance parameters and evaluation
Analysis of cybercrime cases in India: Harnessing text mining for detecting crime against women
Enhancing early learning experiences: Integrating Augmented Reality in early childhood education
Security solution for industrial IoT: An Edge-Cloud based approach
A scrutiny of resources within Wireless Mesh Networks aimed at improving network performance
Patient perception and feasibility of telerehabilitation in patients with knee osteoarthritis
Session 5: Healthcare computing and sustainability
Nanotechnology in healthcare: Green synthesis of silver nanoparticles for antifungal activity of essential oils
Adopting telerehabilitation: Insights into physical therapists' viewpoints and readiness for implementing telerehabilitation during COVID-19
AI-driven early detection of cataract, its type and grading: A review
Blended in-service education model on attitude and satisfaction among nursing professionals
Perception of nursing graduates towards their preparedness to practice in clinical setting during outbreak of COVID-19 in selected nursing colleges of Delhi & NCR
Nurse-led interventions in hypertension: Enhancing adherence and self-efficacy
An effectiveness of a dementia sensitization programme on awareness and attitude of middle-aged adults
Antecedents of green healthcare activities for sustainable healthcare: An empirical investigation
Impact of preterm infant oral motor intervention (PIOMI) in improving oral motor skills among preterm infants: A pilot study
Respectful Maternity Care (RMC): Right of every women in labor
Effectiveness of six sigma methodology on family planning methods
The association between age-gender dynamics and dry eye syndrome in young adults: Study contributing to sustainable eye health
Bioactive-based nanocarriers for sustainable ocular applications: A review
Fast Hug Bids: A quantitative approach
Factors contributing to the prevalence of diarrhea among under-5 year children: A cross-sectional survey
Oral health in under five children: Assessing mothers' knowledge and attitude
Lamaze breathing technique during labor: Effect on maternal, fetal & neonatal parameters
A novel virtual reality device for objective assessment of size of intraocular suppression for sustainable eyecare
Visual comfort for a sustainable digital future: Investigating the link between letter contrast, accommodation, and pupillary responses
Evidence-based resources from web-based information in optometry
Evaluation of static and dynamic visual acuity of professional bus drivers: A cross sectional study
Glaucoma detection in the age of AI: A solution for sustainable future
A sustainable artificial intelligence solution for detection of early cataract: A comprehensive review
Impact of various tinted shades on colour perception and contrast sensitivity
