2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)最新文献_第2页

Various Approaches to perceptual image hashing systems-A Survey* 感知图像哈希系统的各种方法-综述*

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10083762

M. Roy, D. M. Thounaojam, Shyamosree Pal

引用次数: 0

A Hybrid Programming Course recommendation system using Fuzzy Logic and xDeepFM 基于模糊逻辑和xDeepFM的混合编程课程推荐系统

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10083853

Subhasish Ghosh

{"title":"A Hybrid Programming Course recommendation system using Fuzzy Logic and xDeepFM","authors":"Subhasish Ghosh","doi":"10.1109/ISACC56298.2023.10083853","DOIUrl":"https://doi.org/10.1109/ISACC56298.2023.10083853","url":null,"abstract":"The choice of courses is crucial to a student's career achievement. Different courses offered by various academic institutions need the students to browse the course outline in the current educational environment manually. Most of them need more understanding, struggle with decisions, and make rash decisions regarding the best course of action. A course recommendation system helps students choose a course that suits their interests and abilities. The skill level classification using Mamdani FIS allows a new student to select an equivalent course that can solve the cold start issue of the recommendation system. After the student chooses the initial course, the xDeepFM model can continue recommending relevant courses to help the student. This research contributes to integrating the FIS with xDeepFM to enhance the accuracy of course recommendations. Additionally, the hybrid method solves the cold start and the data sparsity problem and simultaneously lessens variability in relevant course search results and information overload. The experimentation result indicates that xDeepFM is a suitable method to be combined with FIS to build an efficient hybrid course recommendation system.","PeriodicalId":211409,"journal":{"name":"2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116127286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enhanced Channel-Wise Homomorphic Encryption for Image Inference based on Pairwise Activation Functions 基于成对激活函数的图像推断增强信道同态加密

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10084149

Tanuja, Rakesh Kumar

引用次数: 0

A review on recent techniques developed for energy conservation in Wireless Sensor Networks 综述了无线传感器网络节能技术的最新进展

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10083645

H. Basumatary, Rajib Chowdhuri, Mrinal Kanti Deb Barma

{"title":"A review on recent techniques developed for energy conservation in Wireless Sensor Networks","authors":"H. Basumatary, Rajib Chowdhuri, Mrinal Kanti Deb Barma","doi":"10.1109/ISACC56298.2023.10083645","DOIUrl":"https://doi.org/10.1109/ISACC56298.2023.10083645","url":null,"abstract":"In modern days, with the fastest growing technology trends, the benefits of Wireless Sensor Networks (WSNs) are also increasing rapidly. In these networks, very small-sized wireless sensor nodes are used widely which are capable of sensing and doing computations. These sensor nodes are resource-limited in nature i.e., they have limited storage capacity, power supply, computation capability, bandwidth, etc. WSNs are mostly used in outdoor application areas like environmental monitoring, land mines detections or different military applications where the power supply to the sensor nodes does the major role. In these applications, without any external power supply, the sensor nodes run the whole network by collecting data from its surroundings and also communicate these data to the end-user. Hence, conserving energy for the sensor nodes is one of the most challenging tasks in WSNs. In this paper, we have done detailed study on the existing literature which are proposed with the objective to improve the energy efficiency issue in WSNs. Here, we have selectively highlighted some of the recently proposed methodologies to understand the present research scenario. We have also shown comparative analysis on the techniques and tools which are used to propose these works and their variation of the results are discussed accordingly.","PeriodicalId":211409,"journal":{"name":"2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)","volume":"251 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123343932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Jellyfish Search Algorithm based Optimal Routing Protocol for Energy Efficient Data Aggregation in Wireless Sensor Networks 基于水母搜索算法的无线传感器网络高效数据聚合最优路由协议

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10084023

S. K, S. K, J. Suganthi, D. T

引用次数: 0

Efficient Semantic Image Editing with Feature Shared Spatially-Adaptive Normalization 基于特征共享空间自适应归一化的高效语义图像编辑

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10083951

Nishant Halagatti, Bhuvan M C, Abhishek N Jadhav, Sai Pradyumna Chermala, P. Desai, V. Peddigari, Roopa Sheshadri

引用次数: 0

Mathematical Morphology Adopted Automatic Detection of Ground Glass Opacities in Lung CT Images of COVID-19 Patients 数学形态学对新型冠状病毒肺炎患者肺部CT图像磨玻璃影进行自动检测

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10084331

Soma Chatterjee, R. Chatterjee, R. T. Goswami

引用次数: 0

A Comparative Analysis on Diabetic Retinopathy using Deep Learning and Nature based Optimization Algorithms 深度学习与基于自然的优化算法对糖尿病视网膜病变的比较分析

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10083804

K. Gorde, A. Gurjar

{"title":"A Comparative Analysis on Diabetic Retinopathy using Deep Learning and Nature based Optimization Algorithms","authors":"K. Gorde, A. Gurjar","doi":"10.1109/ISACC56298.2023.10083804","DOIUrl":"https://doi.org/10.1109/ISACC56298.2023.10083804","url":null,"abstract":"Diabetes, often known as diabetes mellitus (DM), is a metabolic disease caused due to high blood sugar levels. Diabetes results in Diabetic Retinopathy (DR), an eye condition that over time significantly impairs vision. Acute retinal symptoms can include micro aneurysms, swollen blood vessels, fluid leaks, exudates, and haemorrhages. Today's medical science relies heavily on images to diagnose patients correctly. In recent years, a model for computer vision has been effectively trained utilizing deep neural networks and nature-based optimization methods, exceeding earlier neural network models in terms of accuracy. By utilizing a hybrid version to assist ophthalmologists in doing these assessments, this study aims to enhance their capacity to diagnose DR. The IDRiD collection of retinal pictures, which is openly available, was used in this study. In the suggested model, features were extracted from the input photos using a deep learning model, specifically InceptionV3 and DenseNet-169, and classification was performed using the optimization algorithms PSO, ACO, and BEE. The fully connected layer's output weights were optimized using weights that were learned using ImageNet data to provide suitable features. This work demonstrates that a pre-trained system combined with a metaheuristic algorithms may reliably diagnose DR.","PeriodicalId":211409,"journal":{"name":"2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132592445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Answer Selection Using Interactive Attention Mechanism 使用互动注意机制的答案选择

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10084083

V. Venkataraman, S. Nirmala

引用次数: 0

Security Enhancement using Vectoring, Cryptography and Steganography 使用矢量、密码学和隐写术增强安全性

2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Pub Date : 2023-02-03 DOI: 10.1109/ISACC56298.2023.10084078

Mridul Mittal, Saurav Gupta, Pankaj Kumar Keserwani, Mahesh Chandra Govil

引用次数: 1