Keyword:neural network

Publications
Deep Learning: Mathematical Foundations, Applications, and Experimental Insights H Chung, Ali Rashed, Rene Gonzalens, Isabel Cheng and James Kung EasyChair Preprint 15723
Predicting Customer Behavior in E-Commerce Using Machine Learning Algorithms: a Mathematical Approach Varoon Raja and James Kung EasyChair Preprint 15678
Development of Machine Learning Algorithms for Predicting Price Movements in Financial Markets Baiel Kurstanbek EasyChair Preprint 15305
Harnessing Regenerative AI and Machine Learning for Efficient Fault Simulation Himanshu Vishwakarma, Lakshya Miglani and Gopi Srinivas Deepala EasyChair Preprint 15216
Wafer-View Defect-Pattern-Prominent GDBN Method Using MetaFormer Variant Shu-Wen Li, Chia-Heng Yen, Shuo-Wen Chang, Ying-Hua Chu, Kai-Chiang Wu and Chia-Tso Chao EasyChair Preprint 15192
Neural Network as Transformation Function in Data Assimilation Kun Wang, Matthew D. Piggott, Yanghua Wang and Rossella Arcucci EasyChair Preprint 13742
Predicting Impact Responses of the Spacecraft Soft Landing on the Airbag System by Simulation-Based Deep Learning Models Xinyi Shen and Caishan Liu EasyChair Preprint 13584
GazeFusion: Saliency-Guided Image Generation Yunxiang Zhang, Nan Wu, Connor Lin, Gordon Wetzstein and Qi Sun EasyChair Preprint 12845
Effective DDoS Security Scheme for Mobile Cloud Computing Systems Chaima Ishak and Yosra Ben Saied EasyChair Preprint 12822
Detection of Malaria Using CNN and Deep learning Manipal Reddy, Bhargav Ram, Krishna Chaitanya and Simhadri Reddy EasyChair Preprint 12791
DeFusion: Aerial Image Matching Based on Fusion of Handcrafted and Deep Features Xianfeng Song, Yi Zou, Zheng Shi, Yanfeng Yang and Dacheng Li EasyChair Preprint 11107
Crosstalk Prediction in Integrated Circuits Based on Machine Learning Techniques Gor Abgaryan EasyChair Preprint 11049
Ensemble Models for Forecasting Microbusiness Density: a Research Study Tong Zhou EasyChair Preprint 10920
Helicopters Turboshaft Engines Parameters Identification Using Neural Network Technologies Based on the Kalman Filter Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev and Maryna Petchenko EasyChair Preprint 10679
Detecting Falls with Wearable Sensors Using Machine Learning Techniques Shailendra Bhandari, Negar Elmisadr, Bereket Zerabruk Tekeste and Raju Shrestha EasyChair Preprint 10154
Natural Language Processing: Current Trend and Challenges Kunal Saini, Gautam Juneja and Hardik Mehra EasyChair Preprint 10148
A Comparative Study of Artificial Neural Networks for Fault Detection and Location in Mixed Transmission Lines: a Matlab Vs. Python Vs.R Analysis Tarun Sangwan and Naresh Kumar EasyChair Preprint 10019
Prediction of the Dosage of the Electric Stimulus Needed for Electroconvulsive Therapy (ECT) Based on Patient’s Pre-Ictal EEG Using Artificial Intelligence François-Xavier Roucaut, Usef Faghihi and Cyrus Kalantarpour EasyChair Preprint 9991
Vocal Vision for Visually Impaired People Esther Sharon I and V.V Gomathi EasyChair Preprint 9927
A Survey on Deep Learning Models for Cyber Threat Detection Systems Tolulope Olufemi and Wilson Sakpere EasyChair Preprint 9849
A Review on Novel Approach for Skin Cancer Detection M. Gaikwad, Vinay Keswani, Rushikesh Zope, Harsha Khadgi, Parag Gautam, Pragati Wankhede and Himani Hedaoo EasyChair Preprint 9846
Assessment of Buildings and Electrical Facilities Damaged by Flood and Earthquake from Satellite Imagery Yi Ma, Fangrong Zhou, Gang Wen, Hao Gen, Ran Huang, Guoqing Liu and Ling Pei EasyChair Preprint 9582
Modified Searchless Method for Identification of Helicopters Turboshaft Engines at Flight Modes Using Neural Networks Serhii Vladov, Yurii Shmelov and Ruslan Yakovliev EasyChair Preprint 8971
Modified Neural Network Method for Classifying the Helicopters Turboshaft Engines Ratings at Flight Modes Serhii Vladov, Yurii Shmelov and Ruslan Yakovliev EasyChair Preprint 8902
Adaptive DoF: Concepts to Visualize AI-Generated Movements in Human-Robot Collaboration Max Pascher, Kirill Kronhardt, Til Franzen and Jens Gerken EasyChair Preprint 8846
Prediction of Student Performance Based on Text Mining Using Neural Network – a Review S Veena, S Lakshmanan, B Lokesh and R Ranjith EasyChair Preprint 8836
Evaluating Simple and Complex Models’ Performance When Predicting Accepted Answers on Stack Overflow Osayande P. Omondiagbe, Sherlock A. Licorish and Stephen G. Macdonell EasyChair Preprint 8591
Envisioning Robotic Exoscope: Concept and Preliminary Results Alice Valeria Iordache, Alessandro Casella, Elisa Iovene, Junling Fu, Federico Pessina, Marco Riva, Giancarlo Ferrigno, Leonardo Mattos and Elena De Momi EasyChair Preprint 8165
A Survey on Machine Learning Algorithms for Predicting Cardiovascular Disease R Sathya, J Shanthini and S Karthik EasyChair Preprint 7969
Efficient Deep Learning Methods for Identification of Defective Casting Products Bharath Kumar Bolla, Mohan Kingam and Sabeesh Ethiraj EasyChair Preprint 7904
Evaluation of Machine Learning to Early Detection of Highly Cited Papers Galal Binmakhashen and Hamdi Al-Jamimi EasyChair Preprint 7502
Classification Methods to Improve Performance in Breast Cancer Screening Snehal Mane and Vandana Jagtap EasyChair Preprint 7477
Towards Designing the Best Model for Classification of Fish Species Using Deep Neural Networks Pranav Thorat, Raajas Tongaonkar and Vandana Jagtap EasyChair Preprint 7442
Creation and Implementation of a Set of Game Strategies Based on Training Neural Networks with Reinforcement Learning Dmitry Kozlov and Olga Polovikova EasyChair Preprint 7095
A Study on “Role on Neuro-Fuzzy System in Students Academic Performance” C.V. Suresh Babu, Nishant Rukiram and Kolamudi Venkata Manasa EasyChair Preprint 6855
FCM-DNN: Diagnosing Coronary Artery Disease by Deep Accuracy Fuzzy C-Means Clustering Model Javad Hassannataj Joloudari, Hamid Saadatfar, Mohammad Ghasemigol, Roohallah Alizadehsani, Zahra Alizadeh Sani, Fereshteh Hasanzadeh, Edris Hassannataj, Danial Sharifrazi and Zulkefli Mansor EasyChair Preprint 6771
Experimental Study on the Dynamic Modeling and Optimization of Suspension Mechanism Using Neural Network Iman Yahyapour, Mehran Ghalami, Elnaz Balazadeh, Mehdi Tale Masouleh and Behzad Moghadam EasyChair Preprint 6627
Continuous Self-Adaptation of Control Policies in Automatic Cloud Management Wlodzimierz Funika, Paweł Koperek and Jacek Kitowski EasyChair Preprint 6355
Virtual Education: Impact of Socio-Emotional and Pedagogical Factors on Academic Performance Based on Neural Networks and Stepwise Regression José Luis Morales Rocha, Mario Aurelio Coyla Zela, Nakaday Irazema Vargas Torres, Jarol Teófilo Ramos Rojas, Santos Octavio Morillos Valderrama and Genciana Serruto Medina EasyChair Preprint 6289
Educación virtual: Impacto de los factores socioemocionales y pedagógicos en el rendimiento académico basado en redes neuronales y Regresión Stepwise José Luis Morales Rocha, Mario Aurelio Coyla Zela, Nakaday Irazema Vargas Torres, Jarol Teófilo Ramos Rojas, Santos Octavio Morillos Valderrama and Genciana Serruto Medina EasyChair Preprint 6287
Neural Network Based Adaptive Control of Web Transport Systems Manh Cuong Nguyen, Duc Dinh Nguyen, Tien Dung Pham, Van Manh Tran, Tung Lam Nguyen and Thi Ly Tong EasyChair Preprint 6152
Wireless Indoor Localization Problem with Artificial Neural Network Furkan Kardaş and Ömer Karal EasyChair Preprint 6070
Artificial Neural Network for Precise Satellite Altimetry Sea Levels Estimations: Testing Using Simulated Data Muhammad Haikal Fayyadh Munadi and Nurul Hazrina Idris EasyChair Preprint 6032
Salary Forecasting Using Neural Network Methods Natalya Shklyaeva EasyChair Preprint 5573
Marketing Forecasting Based on Big Data Information Sergey Ivanov and Mykola Ivanov EasyChair Preprint 5532
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure Angélica Lourenço Oliveira and Marcos Eduardo Valle EasyChair Preprint 5250
An Integrated and Dynamic Commuter Flow Forecasting System for Railways Goutham Reddy, Yaswanth Reddy and Bevish Jinila EasyChair Preprint 5181
Understanding the Effects of Human Factors on the Spread of COVID-19 using a Neural Network Anirudh Chhabra, Dhruv Patel, Xin Li, Lynn Pickering, Javier Viaña and Kelly Cohen EasyChair Preprint 5067
Development of managed functional network method for organizing a man-machine dialogue in automated systems Evgeniy Lavrov, Natalia Barchenko and Olga Lavrova EasyChair Preprint 4836
The Lottery Ticket Hypothesis Devansh Punj, Mehar Mutreja and Kunal Khandelwal EasyChair Preprint 4819
Deep belief Convolutional Neural Network with Artificial Image Creation by GANs Based Diagnosis of Pneumonia in Radiological Samples of the Pectoralis Major Tathagat Banerjee, Dhruv Batta, Aditya Jain, S Karthikeyan, M Himanshu and Hari Kishan EasyChair Preprint 4696
An Extensive Survey of Machine Learning Based Approaches on Automated Pathology Detection in Chest X-Rays Ravidu Suien Rammuni Silva and Pumudu Fernando EasyChair Preprint 4478
Uncertainty Estimates in Deep Generative Models using Gaussian Processes Kai Katsumata and Ryoga Kobayashi EasyChair Preprint 4448
Combined Method of Neurocontrol for Nonlinear Non-Stationary Object Sergey V. Frolov, Sergey V. Sindeev, Artyom A. Korobov and Anton Y. Potlov EasyChair Preprint 4435
Ideas and Innovation in Intelligence Learning Himanshu Sharma and Shubham Singh EasyChair Preprint 4115
A Formulation of Neural Network Diagram Based on Origin-Destination Matrix Focusing on Traffic Management Optimization on Paranaque City Ethan Roy Gabriel, Paul Diony Tolentino and Cymon Francis Yan EasyChair Preprint 4055
Conversational AI - A Retrieval Based Chatbot Aiswarya Surendran, Reena Murali and Remesh K. R. Babu EasyChair Preprint 4020
Psychovisual Perception Scale Based on a Neural Network Vladimir Budak and Ekaterina Ilyina EasyChair Preprint 3834
Model of Brand Value Management as a Process of Strategic Increase of Enterprise Value Vasyl Porokhnya, Olena Kravets, Anastasiia Didenko and Vladyslav Penev EasyChair Preprint 3483
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint 3336
Fake News Detection with Generated Comments for News Articles Yuta Yanagi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga EasyChair Preprint 3190
A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks Ramiz Balashirin Oglu Alekperov and Ilhama Tarlan Kizi Iskandarli EasyChair Preprint 3180
Using LSTM Networks to Translate French to Senegalese Local Languages: Wolof as a Case Study Alla Lo, Cheikh M. Bamba Dione, Elhadji Mamadou Nguer, Sileye O. Ba and Moussa Lo EasyChair Preprint 3082
ANN and Elements of Differentional Games in the Model of Regulated Wheel Slippage Process in a Braking Mode Alexey Fedin, Yaroslav Kalinin and Evgeniy Marchuk EasyChair Preprint 2875
Performance Analysis of Combine Harvester using Hybrid Model of Artificial Neural Networks Particle Swarm Optimization László Nádai, Imre Felde, Sina Ardabili, Tarahom Mesri Gundoshmian, Gergő Pintér and Amir Mosavi EasyChair Preprint 2781
Comparative Analysis of Single and Hybrid Neuro-Fuzzy-Based Models for an Industrial Heating Ventilation and Air Conditioning Control System Sina Ardabili, Bertalan Beszédes, László Nádai, Károly Széll, Amir Mosavi and Imre Felde EasyChair Preprint 2763
Comparative Analysis of ANN-ICA and ANN-GWO for Crop Yield Prediction Saeed Nosratabadi, Karoly Szell, Bertalan Beszedes, Imre Felde, Sina Ardabili and Amir Mosavi EasyChair Preprint 2759
Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm Marc Etheve, Zacharie Alès, Côme Bissuel, Olivier Juan and Safia Kedad-Sidhoum EasyChair Preprint 2572
Offline Signature Verification Shailesh Kad and Manisha Darak EasyChair Preprint 2538
Analytical Survey - Transparency in Online Informative Technology Disheak Ahlawat, Divyansh Khare, Divyanshi Tyagi, Gaurav Yadav, Mansi Panwar and Vinod Kumar EasyChair Preprint 2491
Subjective Feedback-based Neural Network Pruning for Speech Enhancement Fuqiang Ye, Yu Tsao and Fei Chen EasyChair Preprint 2056
Automatic Detection of Riots Using Deep Learning Mayur Jadhav, V. A. Chakkarwar and Sharvari Tamne EasyChair Preprint 1976
Self Attentive Product Recommender – a Hybrid Approach with Machine Learning and Neural Network Devanshu Dudhia, Sonal Dave and Shweta Yagnik EasyChair Preprint 1845
Hybrid Machine Learning Model of Extreme Learning Machine Radial basis function for Breast Cancer Detection and Diagnosis; a Multilayer Fuzzy Expert System Sanaz Mojrian, Gergő Pintér, Javad Hassannataj Joloudari, Imre Felde, Narjes Nabipour, László Nádai and Amir Mosavi EasyChair Preprint 1824
Fine-grained Sentiment Classification using BERT Manish Munikar, Sushil Shakya and Aakash Shrestha EasyChair Preprint 1762
Named Entity Recognition by Character-based Word Classification using a Domain Specific Dictionary Makoto Hiramatsu, Kei Wakabayashi and Jun Harashima EasyChair Preprint 1728
Negation Scope Resolution: Quantifying Neural Uncertainty In An Imbalanced Setting Chris Ghai EasyChair Preprint 1602
A Non-Parametric-Based Computationally Efficient Approach for Credit Scoring Afshin Ashofteh and Jorge Bravo EasyChair Preprint 1568
Research on Equipment Fault Diagnosis Classification Model Based on Integrated Incremental Dynamic Weight Combination Jing Liu, Zhengshan Jiao, Zhijie Wang, Haipeng Ji and Bing Yu EasyChair Preprint 1343
Deep learning of matrix product states Eric Howard EasyChair Preprint 1239
Cognitive Assemblages in Ecological / Digital Art Scott Rettberg EasyChair Preprint 1215
Building the Rice Blast Disease Prediction Model based on Machine Learning and Neural Networks Jia-You Hsieh, Wei Huang, Hsin-Tieh Yang, Chia-Chieh Lin, Yo-Chung Fan and Huan Chen EasyChair Preprint 1197
Predicting PPI Based on Quantum-inspired Neural Networks Li-Ping Yang, Cheng Zhang and Li Qin EasyChair Preprint 1108
Neural network based SOC estimation during cycle aging using voltage and internal resistance Seungmoo Yang and Eel-Hwan Kim EasyChair Preprint 1049
Human upper limb motions recognition for stroke rehabilitation with smartphone sensors Chen Xiaochen, Han Ping, Xu Wenchao, Yang Yanqin and Zhu Xuanming EasyChair Preprint 920
Landslide Fusion Detection Based on Features on Spatial Shape and Spectrum in Massive Data of Aerospace Remote Sensing Chen Shanjing, Xiang Chaocan, Kang Qing, Wang Zhenggang, Shen Zhiqiang and Zhou Ruochong EasyChair Preprint 885
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint 872
An improved method of estimation for risk loss cost in natural gas network layout optimization Jinyu An and Jianbo An EasyChair Preprint 698
LSTM Neural Network for Textual Ngrams Shaun D'Souza EasyChair Preprint 623
Design methodology of sigmoid functions for Neural Networks using lookup tables on FPGAs Santiago Tomás Pérez Suárez EasyChair Preprint 583
Deep Learning On Code with an Unbounded Vocabulary Milan Cvitkovic, Badal Singh and Anima Anandkumar EasyChair Preprint 466
Comparison of different hyperparameter optimization methods on driving behavior recognition Ruth David and Dirk Söffker In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023
Classifying Protein Families with Learned Compressed Representations Ramin Dehghanpoor, Fatemeh Afrasiabi, Charles Fogel, Tung Dao, Suman Gautam, Aanab Nehela, Ahmad Nehela, Daniel Haehn and Nurit Haspel In:Proceedings of International Conference on Bioinformatics and Computational Biology (BICOB-2023)
EMG-Based Feature Extraction and Classification for Prosthetic Hand Control Reza Bagherian Azhiri, Mohammad Esmaeili and Mehrdad Nourani In:Proceedings of 14th International Conference on Bioinformatics and Computational Biology
Application of Machine Learning on Software Quality Assurance and Testing: A Chronological Survey Hongkai Chen and Mohammad Hossain In:Proceedings of 37th International Conference on Computers and Their Applications
Exploiting Joint Dependencies for Data-driven Inverse Kinematics with Neural Networks for High-DOF Robot Arms Meng-Ting Tsai, Chung-Ta King and Chi-Kai Ho In:Proceedings of ISCA 34th International Conference on Computer Applications in Industry and Engineering
Liver CT Image Processing And Diagnosing Using Artificial Neural Networks And MATLAB Nhat Nguyen Thanh Minh and Van Hoang Tien Tran In:Proceedings of International Symposium on Applied Science 2019
Convolutional neural net learns promoter sequence features driving transcription strength Nicholas Leiby, Ayaan Hossain and Howard M Salis In:Proceedings of the 12th International Conference on Bioinformatics and Computational Biology
Reducing error propagation for long term energy forecasting using multivariate prediction Maher Selim, Ryan Zhou, Wenying Feng and Omar Alam In:Proceedings of 35th International Conference on Computers and Their Applications
Optimize Neural Network Algorithm of Missing Value Imputation for Clustering Chocolate Product Types Following “STEAMS” Methodology Mason Chen and Charles Chen In:Proceedings of 35th International Conference on Computers and Their Applications
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles Xingzhi Yue, Neofytos Dimitriou, Peter Caie, David Harrison and Ognjen Arandjelovic In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
Applicability of the Deep Learning Flood Forecast Model Against the Inexperienced Magnitude of Flood Masayuki Hitokoto and Masaaki Sakuraba In:HIC 2018. 13th International Conference on Hydroinformatics
Building a Nonlinear Relationship Between Dew Point Temperature and Precipitation to Apply a Method to Downscale GCMs Information: Case study in Santa Catarina River Basin, Monterrey Jose Luis Del Castillo Castillo, Gerald A. Corzo Perez, Laurens Bouwer, Aldo I. Ramirez Orozco and Aashish Bhardwaj In:HIC 2018. 13th International Conference on Hydroinformatics
Effective Flicker Detection Technique Using Artificial Neural Network For Video Ripal Patel, Shubha Pandey, Chirag Patel and Robinson Paul In:ICRISET2017. International Conference on Research and Innovations in Science, Engineering and Technology. Selected Papers in Engineering
Flower Classification using Texture and Color Features Riddhi Shaparia, Narendra Patel and Zankhana Shah In:ICRISET2017. International Conference on Research and Innovations in Science, Engineering and Technology. Selected Papers in Computing