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7th international conference on Information and Communication Technology for Intelligent Systems, ICTIS 2023

7th International Conference on Information and Communicatio...

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7th international conference on Information and Communication Technology for Intelligent Systems, ICTIS 2023

ISBN: (纸本)9789819937608

The proceedings contain 57 papers. The special focus in this conference is on international conference on Information and Communication Technology for Intelligent Systems. The topics include: Segmentation of Brain Tumor Images Using Morphological Reconstruction;navigation Planning for Efficient Area Covering for Surface Cleaning;pathfinding Visualizer: A Survey of the State-of-Art;a Study on Cyber Security and its Challenges in India;Implementation of AES Algorithm;feature Extractor Techniques for Alzheimer's Predictive Model in Brain Imaging;user Preference Recommendation System and Analytics for News Articles;Design and Development of Focus Controller for the 50/80 cm ARIES Schmidt Telescope;an Efficient Abstractive Summarization of Research Articles Using Pegasus Model;predicting Fishing Effort: Data Collection for machine learning Model Using Scientific and Indigenous Method;a Secure Data Dynamics and Public Auditing Scheme for Cloud Storage;Model Design to Analyse Coronary Artery Disease Using machine learning Techniques (MDACADMLT);impact of Geo-positioning Information in Limiting Forest Fire Damage;Automatic Music Melody generation Using LSTM and Markov Chain Model;federated learning Approaches to Diverse machine learning Model: A Review;A Real-Time Human Computer Interaction Using Hand Gestures in OpenCV;GAN (Generative Adversarial Network)-Based Image Super-Resolution: A Technical Perspective;mental Wellness—Mind Matters;smart Pantry System Using iot Based Cloud;performance Analysis of Classification Techniques in Heart Disease Prediction;analytics of Retail Store Consumption Using Physical computing;An Exploratory Study of SMT Versus NMT for the Resource Constraint English to Manipuri Translation;a Framework for Opinion Extraction and Analysis;spatio-Temporal Prediction in Epidemiology Using Graph Convolution Network.

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7th international conference on Information and Communication Technology for Intelligent Systems, ICTIS 2023

7th International Conference on Information and Communicatio...

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7th international conference on Information and Communication Technology for Intelligent Systems, ICTIS 2023

ISBN: (纸本)9789819937578

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2nd international conference on Mechanical and Energy Technologies , ICMET 2021

2nd International Conference on Mechanical and Energy Techno...

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2nd international conference on Mechanical and Energy Technologies , ICMET 2021

ISBN: (纸本)9789811901072

The proceedings contain 59 papers. The special focus in this conference is on Mechanical and Energy Technologies. The topics include: Role of Artificial Intelligence in Energy and Power Engineering;the Opportunities and Challenges of Implementing Green Internet of Things (iot) Towards Energy Saving Practices in the Current Environment;Influential Effects of Process Parameters of Fused Deposition Modelling on Wear of a PLA Specimen: A Comprehensive Review;review Based on Named Entity Recognition for Hindi Language Using machine learning Approach;effects of Covid-19 Lockdown: A Perception Survey;Improving Energy Efficiency in Piezoelectric Effect Based Synchronous Multicast Protocol (PESM) in Wireless Sensor Networks;a Critical Analysis on the Application of next-generation Internet of Things (iot) for Building Efficient Energy Systems for Improved Temperature Control and Better Energy Consumption;exploring the Essentials Elements of Data Analysis and Its Impact on Performance Management Framework;role of Data Mining in Detecting Theft and Making Effective Impact on Performance Management;railway Track Monitoring System;an Analytical Approach of Crime Prediction Using machine learning;consumer Behaviour on Digital Marketing Platforms—Specifically in Terms of Consumer Loyalty Using machine learning;a Review on Various Aerodynamics Control Techniques;the Role of Blockchain Technology on Human Rights Management and Business Ethics—Utopia or Dystopia;machine learning for the Manufacturing of Digital Marketing Techniques and Its Impact on Health Care System;benefits of Digital Education Over the Impact of Pandemic on Indian Higher Education System;decomposition Makes Better Rain Removal: An Enhanced Attention-Guided Image De-raining Using Deconvolutions Network;preface.

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A machine-learning Approach to Classify Depressive Posts from Reddit Social Media

A Machine-Learning Approach to Classify Depressive Posts fro...

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2023 international conference on next-generation computing, iot and machine learning, ncim 2023

作者： Quader, Adib Wahid Jamil, Md Shafayet Uddin, Mohammad Irfan Patwary, Muhammed J. A. International Islamic University Department of Computer Science & Engineering Chittagong Bangladesh

ISBN: (纸本)9798350316001

Depression leading to suicide has become a major concern in our society. It's high time to investigate the reason behind it. As numerous people are expressing their concerns regarding depression on Reddit, such post can be taken into consideration in order to find the reason behind it. There has been a lot of research work in this field but most of it is done using traditional machine learning approach with NLP techniques. Moreover, recently there's has not been any significant research work regarding depression. In this paper, we found the indicators that could indicate how relevant Reddit users feel about depression using machine learning, ensemble learning, and deep learning techniques. Moreover, we pinpointed the terms that appear more frequently in narratives of depression. To strengthen the research work, we took the dataset over the period from 2017 to 2021. Furthermore, we demonstrated the effectiveness of LSTM & BERT on recent dataset. © 2023 IEEE.

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international conference on next generation Systems and Networks, BITS EEE CON 2022

International Conference on Next Generation Systems and Netw...

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international conference on next generation Systems and Networks, BITS EEE CON 2022

ISBN: (纸本)9789819904822

The proceedings contain 42 papers. The special focus in this conference is on next generation Systems and Networks. The topics include: Solidly Mounted BAW Resonator for 5G Application on AlN Thin Films;Design and Investigation of PMUT Sensor for Medical Imaging Applications;Intelligent Cost Estimation Engine for EV Charging Stations: A Deep learning-Based Approach;DNA Sequencing: The Future Perspective;DAGE: A Deviation Assessment-Based Grey-Hole Detection Method for Ad Hoc Wireless Networks;Microexpression Analysis Using a Model Based on CNN and Facial Expression Recognition;Performance Analysis of Outdoor THz Wireless Transmission Over Mixed Gaussian Fading with Pointing Errors;detecting and Analyzing Malware Using machine learning Classifiers;Sonar Signal Prediction Using Explainable AI for iot Environment;Implementation of Master-Slave Communication Using MQTT Protocol;Necessity of Self-explainability in AI: Insights from the Existing Social Projects;comparison of Blockchain Ecosystem for Identity Management;review on Deep learning in Wireless Communication Networks;novel Image Processing Technique Using Thresholding and Deep learning Model to Identify Plant Diseases in Complex Background;super Resolution-Based Channel Estimation;robust Multi-Spectral Palm-Print Recognition;lightweight Authentication Scheme for Fog-Based Smart Grid Network;human Emotion Recognition Using Facial Characteristic Points and Discrete Cosine Transform with Support Vector machine;infrastructure and Algorithm for Intelligent Bed Systems;air Quality Monitoring Platform;an Algorithm for Customizing Slicing Floor Plan Design;CLAMP: Criticality Aware Coherency Protocol for Locked Multi-level Caches in Multi-core Processors;video Event Description Booster By Bi-Modal Transformer, Identity, and Emotions Capturing;Congestion Management in Power System Using FACTS Devices;Novel SVD-DWT Based Video Watermarking Technique.

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2nd international conference on Computational Electronics for Wireless Communications, ICCWC 2022

2nd International Conference on Computational Electronics fo...

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2nd international conference on Computational Electronics for Wireless Communications, ICCWC 2022

ISBN: (纸本)9789811966606

The proceedings contain 60 papers. The special focus in this conference is on Computational Electronics for Wireless Communications. The topics include: Design and Analysis of Hybrid Plasmonic Waveguide-Based Symmetrical Directional Coupler Using Metal Bottom Layer;Comparative Study of DOA Estimation and Smart Antenna Beam Forming for next-generation Core Networks;circular Substrate-Integrated Waveguide Cavity-Backed Slot Antenna for Ka-Band;Design and Analysis of a Slotted MIMO-Based Antenna for WLAN Applications;A Wideband High-Gain Circularly Polarized Meta-Material-Loaded MIMO Antenna of C/S/X Band for Drone Communications;Black Widow Optimization and Long Short-Term Memory-Based Channel Estimation in MIMO–NOMA for mmWave Systems;design and Analysis of Compact Dual-Band Antenna for Body Area Network Applications;design and Analysis of X-Band Conformal Antenna Array for Spaceborne Synthetic Aperture Radar Applications;a Compact Ultra-Wideband Antenna with Artificial Materials for Ground-Penetrating Radar Applications;detection of Hovering Helicopter Using Ground-Based Radars;A Study on Tunable SIW-Based Self-Diplexing Antenna;Experimental Implementation of COVID-19 Safety Measures in Ride-Sharing Cabs Using Deep learning and Internet of Things;kabaddi: A Quantitative Approach to machine learning Model in Pro Kabaddi;prediction of Positive and Negative Sentiments for Twitter Data Using machine learning;virtual machine Allocation Using Genetic-Based Algorithm in Cloud Infrastructure;deep learning-Based Specific Emitter Identification;a Comprehensive Security Review on Cloud computing;Discrimination of Normal and Abnormal Knee Joint VAG Signals Using EMD;Anomaly-Based DNN Model for Intrusion Detection in iot and Model Explanation: Explainable Artificial Intelligence;design and Analysis of Electrocardiogram Heart Rate Variability Monitoring Systems;third Eye for Blind Person.

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5th international conference on Information Systems and Management Science, ISMS 2022

5th International Conference on Information Systems and Mana...

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5th international conference on Information Systems and Management Science, ISMS 2022

ISBN: (纸本)9783031311529

The proceedings contain 49 papers. The special focus in this conference is on Information Systems and Management Science. The topics include: Efficient Approach for Virtual machine and Resource Allocation in Cloud computing;a Novel Approach for Service Selection and Ranking in Federated Cloud;a Review on iot Based Wireless Sensor Network and Security;automated Spoken Language Identification Using Convolutional Neural Networks & Spectrograms;a Software Quality Characteristics Optimization Model to Reduce Evaluation Overhead;smart Home Using Internet of Things;ADAPT- Automated Defence TrAining PlaTform in a Cyber Range;an Improved Recommender System for Dealing with Data Sparsity Using Autoencoders and Neural Collaborative Filtering;Neural Network Based Algorithm to Estimate the Axial Capacity of Corroded RC Columns;application of iot for Proximity Analysis and Alert generation for Maintaining Social Distancing;ML-Based Computational Model to Estimate the Compressive Strength of Sustainable Concrete Integrating Silica Fume and Steel Fibers;Indian Sign Language Digit Translation Using CNN with Swish Activation Function;Prognosis of Viral Transmission in Naturally Ventilated Office Rooms Using ML;impact of Organization Justice on Organizational Citizenship Behavior and Employee Retention;adopting Metaverse as a Pedagogy in Problem-Based learning;design of Fuzzy Based Controller for Temperature Process in Fire Tube Boiler;Accelerating the Prediction of Anti-cancer Peptides Using Integrated Feature Descriptors and XGBoost;intelligent Door Locking System;automated generation of Multi-tenant Database Systems Based upon System Design Diagrams;multivariate and Univariate Anomaly Detection in machine learning: A Bibliometric Analysis;analysis and Optimization of Fault - Tolerant Behaviour of Motors in Electric Vehicular Systems;plant Disease Detection Using Deep learning Techniques.

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Prediction of Buying Intention: Factors Affecting Online Shopping

Prediction of Buying Intention: Factors Affecting Online Sho...

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2023 international conference on next-generation computing, iot and machine learning, ncim 2023

作者： Islam, Md Shamiul Naeem, Julkar Emon, Al Shahriar Baten, Abdul Mamun, Md.Abdullah Al Waliullah, G.M. Rahman, Md. Saifur Mridha, M.F. Bangladesh University of Business and Technology Department of Computer Science and Engineering Dhaka Bangladesh American International University-Bangladesh Department of Computer Science Dhaka Bangladesh

ISBN: (纸本)9798350316001

Recent times have witnessed a very significant increase in the use of electronic commerce all over the world. The fact that sales have been steadily climbing demonstrates that there is massive untapped market potential for online shopping. The process of analysing data to determine and categorise the intentions of online shoppers contributes to the accumulation of store earnings. The application of machine learning classification models to the data collected from e-commerce websites is the main goal of our endeavours. Specifically, We investigate whether machine learning is a reliable method for predicting the possibility that a consumer who explores a retailer's website will actually make a purchase. Exploratory data analysis was carried out so that we could visually examine our information and search for any patterns or trends that may have been there. In this article, we present a method that is capable of predicting the purpose of consumers who visit an e-commerce site to make a purchase based on data obtained while these users are browsing the websites in question. The Online Consumer Buying Sentiment Dataset that can be found in the UCI machine learning Repository is one that we use. © 2023 IEEE.

关键词： Forecasting

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11th international conference on Signal and Information Processing, Network and Computers, ICSINC 2023

11th International Conference on Signal and Information Proc...

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11th international conference on Signal and Information Processing, Network and Computers, ICSINC 2023

ISBN: (纸本)9789819721238

The proceedings contain 126 papers. The special focus in this conference is on Signal and Information Processing, Network and Computers. The topics include: A Hybrid Strategy Whale Optimization Algorithm for Edge computing Task Scheduling;screening of Syndrome Elements and Construction of Diagnostic Model of Hyperactivity of Liver-Yang Syndrome Based on machine learning;TDOA-Based Autonomous Positioning Method for Smart iot Services;study on the Coupling of Higher Education and Artificial Intelligence from the Perspective of Organizational Ecology;research on the Cultivating Critical Thinking Through Analysis of Process Errors;MEC Data Offloading Strategy for UPF Sinking in 5G Core Network;an Optical Detection Method Based on Adaptive Filtering for Noise Suppression;design and Application of Big Data Analysis Management Platform of Coalbed Gas;Statistical Analysis of IPTV Start-Up in China;MPS System Verification Based on Digital Twins Intelligent Technology;map generation Scheme Based on Nodes Communication Delay;a Review of Research on Big Data Technology;FPGA Implementation of Pulse Compression in Time Domain;A CMOS Multisegmented Bias Circuit for Temperature Variation Compensation of RF Amplifier;Situation Analysis and Countermeasures of Rural Revitalization Promoted by Artificial Intelligence Based on SWOT Model;Research on Wastewater Quality Prediction Method Based on DBSCAN Algorithm and Conv1D-LSTM Model;specialty Construction Under the Guidance of Curriculum Ideology and Politics;a Multi-constraint Attitude Control Scheme for Micro-nano Satellite During On-Orbit Standby;multi-level Information Flow Design of Fire Detection System;An Improved PSO Algorithm for Hypersonic Vehicle Cruise Trajectory Planning;technical Implementation of X-ray Pulsar Navigation Observation and Project Management Experience Exploration.

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11th international conference on Signal and Information Processing, Network and Computers, ICSINC 2023

11th International Conference on Signal and Information Proc...

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11th international conference on Signal and Information Processing, Network and Computers, ICSINC 2023

ISBN: (纸本)9789819721153

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