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ORCIDRevue d'Intelligence Artificielle, Volume 35
Volume 35, Number 1, February 2021
- Senthil Kumar Paramasivan:
Deep Learning Based Recurrent Neural Networks to Enhance the Performance of Wind Energy Forecasting: A Review. 1-10 - Himani Tyagi, Rajendra Kumar:
Attack and Anomaly Detection in IoT Networks Using Supervised Machine Learning Approaches. 11-21 - Meri Chindyana, Lili Ayu Wulandhari:
Segmentation of Tourist Interest on Tourism Object Categories by Comparing PSO K-Means and DBSCAN Method. 23-37 - Mohammed Zaheer Ahmed, Chitraivel Mahesh:
A Weight Based Labeled Classifier Using Machine Learning Technique for Classification of Medical Data. 39-46 - Srikanth Meda
, Raveendra Babu Bhogapathi:
An Efficient and Scalable Heart Disease Diagnosis System with Attribute Impact Based Weights and Genetic Correlation Analysis. 47-53 - Praveen Kulkarni, Rajesh T. M.:
Video Based Sub-Categorized Facial Emotion Detection Using LBP and Edge Computing. 55-61 - Siyin Luo, Youjian Gu, Xingxing Yao, Wei Fan:
Research on Text Sentiment Analysis Based on Neural Network and Ensemble Learning. 63-70 - Shaik Shabbeer, Edara Srinivasa Reddy:
Prediction of Sudden Health Crises Owing to Congestive Heart Failure with Deep Learning Models. 71-76 - Sarojini Devi Saladi, Radhika Yarlagadda:
An Enhanced Bankruptcy Prediction Model Using Fuzzy Clustering Model and Random Forest Algorithm. 77-83 - Naga Raju Hari Manikyam, Munisamy Shyamala Devi:
A Framework for Leveraging Image Security in Cloud with Simultaneous Compression and Encryption Using Compressive Sensing. 85-91 - RatnaKumari Challa, Siva Prasad Chintha, B. Reddaiah, Kanusu Srinivasa Rao:
A Novel Fast Searching Algorithm Based on Least Square Regression. 93-98 - Revathi Vankayalapati, Kalyani Balaso Ghutugade, Rekha Vannapuram, Bejjanki Pooja Sree Prasanna:
K-Means Algorithm for Clustering of Learners Performance Levels Using Machine Learning Techniques. 99-104
Volume 35, Number 2, April 2021
- Venkata Rao Maddumala, Arunkumar R:
Body Mass Index Prediction and Classification Based on Facial Morphological Cues Using Multinomial Logistic Regression. 105-113 - Mohan Mahanty, K. Swathi, K. Sasi Teja, P. Hemanth Kumar, A. Sravani:
Forecasting the Spread of COVID-19 Pandemic with Prophet. 115-122 - Rashmi Patil, Sreepathi Bellary:
Transfer Learning Based System for Melanoma Type Detection. 123-130 - Jemai Bornia, Ali Frihida:
Combining Deep Learning and Ontology to Reveal Video Sequences Semantics. 131-138 - Ashok Kumar Nanduri, G. L. Sravanthi, K. V. K. V. L. Pavan Kumar, Sadhu Ratna Babu, K. V. S. S. Rama Krishna:
Modified Fuzzy Approach to Automatic Classification of Cyber Hate Speech from the Online Social Networks (OSN's). 139-144 - Shahzia Siddiqua, Naveena Chikkaguddaiah, Sunilkumar S. Manvi, V. N. Manjunath Aradhya:
AksharaNet: A GPU Accelerated Modified Depth-Wise Separable Convolution for Kannada Text Classification. 145-152 - Mohan Goud Kathi, Jakeer Hussain Shaik:
Estimating the Smile by Evaluating the Spread of Lips. 153-158 - Prabhat Kumar Thella, Ulagamuthalvi Venugopal:
A Group Labelled Classification Model for Accurate Medical Plant Detection Used in Drug Preparation. 159-165 - Bhavana R. Bhamare, Jeyanthi Prabhu:
A Multilabel Classifier for Text Classification and Enhanced BERT System. 167-176 - Mohankumar Shilpa, Madigondanahalli Thimmaiah Gopalkrishna, Chikkaguddaiah Naveena, Vishruth B. Gowda:
MODFAT: Moving Object Detection by Removing Shadow Based on Fuzzy Technique with an Adaptive Thresholding Method. 177-183
Volume 35, Number 3, June 2021
- Vijayakumar Ponnusamy, Sowmya Natarajan, Nandakumar Ramasamy, J. Christopher Clement, Prithiviraj Rajalingam, Makino Mitsunori:
An IoT- Enabled Augmented Reality Framework for Plant Disease Detection. 185-192 - Rozzi Kesuma Dinata, Sujacka Retno, Novia Hasdyna:
Minimization of the Number of Iterations in K-Medoids Clustering with Purity Algorithm. 193-199 - Halaguru Basavarajappa Basanth Kumar, Haranahalli Rajanna Chennamma:
Classification of Computer Graphic Images and Photographic Images Based on Fusion of Color and Texture Features. 201-207 - Pratibha Verma, Vineet Kumar Awasthi, Sanat Kumar Sahu:
A Novel Design of Classification of Coronary Artery Disease Using Deep Learning and Data Mining Algorithms. 209-215 - Benamar Bouougada, Djelloul Bouchiha, Redha Rebhi, Ali Kidar, Giulio Lorenzini, Abdelghani Bouziane, Hijaz Ahmad, Younes Menni:
Mapping Relational Database to OWL Ontology Based on MDE Settings. 217-222 - Roohi Sille, Tanupriya Choudhury, Piyush Chauhan, Durgansh Sharma:
Dense Hierarchical CNN - A Unified Approach for Brain Tumor Segmentation. 223-233 - Vivek Bhardwaj, Vinay Kukreja, Amitoj Singh:
Usage of Prosody Modification and Acoustic Adaptation for Robust Automatic Speech Recognition (ASR) System. 235-242 - Olivier Debauche, Meryem Elmoulat, Saïd Mahmoudi, Jérôme Bindelle, Frédéric Lebeau:
Farm Animals' Behaviors and Welfare Analysis with IA Algorithms: A Review. 243-253 - Ruchi Jayaswal, Manish Dixit:
A Framework for Anomaly Classification Using Deep Transfer Learning Approach. 255-263 - Gokul Chandrasekaran, Gopinath Singaram, Rajkumar Duraisamy, Akash Sanjay Ghodake, Parthiban Kunnathur Ganesan:
Test Scheduling and Test Time Reduction for SoC by Using Enhanced Firefly Algorithm. 265-271
Volume 35, Number 4, August 2021
- Pillai Honey Nagarajan, N. Tajunisha:
Automatic Classification of Ovarian Cancer Types from CT Images Using Deep Semi-Supervised Generative Learning and Convolutional Neural Network. 273-280 - Mohammad Reza Mazinani, Kourosh Dadashtabar Ahmadi:
An Adaptive Porn Video Detection Based on Consecutive Frames Using Deep Learning. 281-290 - Lakshaga Jyothi Murugesan, Shanmugasundaram Ramasamy Seeranga Chettiar:
Design and Implementation of Intelligent Classroom Framework Through Light-Weight Neural Networks Based on Multimodal Sensor Data Fusion Approach. 291-300 - Godavarthi Deepthi, A. Mary Sowjanya:
Query-Based Retrieval Using Universal Sentence Encoder. 301-306 - Redouane Karsi, Mounia Zaim, Jamila El Alami:
Leveraging Pre-Trained Contextualized Word Embeddings to Enhance Sentiment Classification of Drug Reviews. 307-314 - Rajesh Babu Movva, Raja Kumar Kontham:
Blind Image Quality Assessment Using a CNN and Edge Distortion. 315-324 - Gowrisankar Kalakoti, Prabakaran G:
Feature Extraction Model with Group-Based Classifier for Content Extraction from Video Data. 325-330 - Wiharto, Fikri Hashfi Nashrullah, Esti Suryani, Umi Salamah, Nurcahya Pradana Taufik Prakisy, Sigit Setyawan:
Texture-Based Feature Extraction Using Gabor Filters to Detect Diseases of Tomato Leaves. 331-339 - Aparna Gullapelly, Barnali Gupta Banik:
Classification of Rigid and Non-Rigid Objects Using CNN. 341-347 - Shilpa P. Khedkar, Aroul Canessane Ramalingam:
Identification of Network Traffic over IOT Platforms. 349-357
Volume 35, Number 5, October 2021
- Abhijit Dnyaneshwar Jadhav, Vidyullatha Pellakuri:
Accuracy Based Fault Tolerant Two Phase - Intrusion Detection System (TP-IDS) Using Machine Learning and HDFS. 359-366 - Lince Rachel Varghese, K. Vanitha:
Deep Reinforcement Learning and Model Predictive Control in Hybrid Deep Learning for Rubber Yield Forecast. 367-374 - Putra Sumari, Wan Muhammad Azimuddin Wan Ahmad, Faris Hadi, Muhammad Mazlan, Nur Anis Liyana, Rotimi-Williams Bello, Ahmad Sufril Azlan Mohamed, Abdullah Zawawi Talib:
A Precision Agricultural Application: Manggis Fruit Classification Using Hybrid Deep Learning. 375-381 - Chaitra Yuvaraj Lokkondra, Dinesh Ramegowda, Madigondanahalli Thimmaiah Gopalkrishna, Ajay Prakash Bassappa Vijaya, Manjula Hebbaka Shivananjappa:
ETDR: An Exploratory View of Text Detection and Recognition in Images and Videos. 383-393 - Mohan Mahanty, Debnath Bhattacharyya, Divya Midhunchakkaravarthy:
SRGAN Assisted Encoder-Decoder Deep Neural Network for Colorectal Polyp Semantic Segmentation. 395-401 - Subhendu Bhusan Rout, Sasmita Mishra, Susanta Kumar Sahoo:
Q3 Accuracy and SOV Measure Analysis of Application of GA in Protein Secondary Structure Prediction. 403-408 - Kandula Neha, Jahangeer Sidiq, Majid Zaman:
Deep Neural Network Model for Identification of Predictive Variables and Evaluation of Student's Academic Performance. 409-415 - Fares Bouriachi, Hicham Zatla, Bilal Tolbi, Koceila Becha, Allaeddine Ghermoul:
Traffic Signal Control Model on Isolated Intersection Using Reinforcement Learning: A Case Study on Algiers City, Algeria. 417-424 - Sakthi Ganesh Mahalingam, Saichandra Pandraju:
Unsupervised Convolutional Filter Learning for COVID-19 Classification. 425-429 - Vijayakumar Ponnusamy, Diwakar R. Marur, Deepa Dhanaskodi, Thangavel Palaniappan:
Deep Learning-Based X-Ray Baggage Hazardous Object Detection - An FPGA Implementation. 431-435
Volume 35, Number 6, December 2021
- Selvaraj Karupusamy, Sundaram Maruthachalam, Suresh Mayilswamy, Shubham Sharma, Jujhar Singh, Giulio Lorenzini:
Efficient Computation for Localization and Navigation System for a Differential Drive Mobile Robot in Indoor and Outdoor Environments. 437-446 - Preet Kamal Kaur, Kanwal Preet Singh Attwal, Harmandeep Singh:
Firefly Optimization Based Noise Additive Privacy-Preserving Data Classification Technique to Predict Chronic Kidney Disease. 447-456 - Widad Awane, El Habib Ben Lahmar, Ayoub El Falaki:
Hate Speech in the Arab Electronic Press and Social Networks. 457-465 - Usman Shuaibu Musa, Sudeshna Chakraborty, Hitesh Kumar Sharma, Tanupriya Choudhury, Chiranjit Dutta, Bhagwant Singh:
Vigorous IDS on Nefarious Operations and Threat Analysis Using Ensemble Machine Learning. 467-475 - Daneshwari Ashok Noola, Dayananda Rangapura Basavaraju:
Corn Leaf Disease Detection with Pertinent Feature Selection Model Using Machine Learning Technique with Efficient Spot Tagging Model. 477-482 - Asmaa Y. Fathi, Ihab A. El-Khodary, Muhammad Saafan:
A Hybrid Model Integrating Singular Spectrum Analysis and Backpropagation Neural Network for Stock Price Forecasting. 483-488 - Revathi Vankayalapati, Akkalashmi Muddana:
Denoising of Images Using Deep Convolutional Autoencoders for Brain Tumor Classification. 489-496 - Nida Nasir, Neda Afreen, Ranjeeta Patel, Simran Kaur, Mustafa Sameer:
A Transfer Learning Approach for Diabetic Retinopathy and Diabetic Macular Edema Severity Grading. 497-502 - Marvin Chandra Wijaya:
Automatic Short Answer Grading System in Indonesian Language Using BERT Machine Learning. 503-509 - Malathi Devendran, Indumathi Rajendran, Vijayakumar Ponnusamy, Diwakar R. Marur:
Optimization of the Convolution Operation to Accelerate Deep Neural Networks in FPGA. 511-517
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