Smart Firefighting: A Deep Learning Approach to Tracking Firefighter Movements

Authors: Zelinka, Ivan, Plucar, Jan, Machu, Michael, Kvarcak, Milos, Voznak, Miroslav

Source: 2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2025 17th International Congress on. :258-265 Nov, 2025

Relation: 2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)

From Raw to Refined: A Data Preprocessing Pipeline for Robust Prediction

Authors: AlShaikhli, Noor Qussay, Koyuncu, Hakan

Source: 2025 International Symposium on Networks, Computers and Communications (ISNCC) Networks, Computers and Communications (ISNCC), 2025 International Symposium on. :1-6 Oct, 2025

Relation: 2025 International Symposium on Networks, Computers and Communications (ISNCC)

Soft Sensing of Dissolved Oxygen in WWTPs: A Practical Comparative Study of Data Preprocessing Techniques for GRU Networks

Authors: Voipan, Andreea Elena, Voipan, Daniel, Barbu, Marian

Source: 2025 29th International Conference on System Theory, Control and Computing (ICSTCC) System Theory, Control and Computing (ICSTCC), 2025 29th International Conference on. :858-863 Oct, 2025

Relation: 2025 29th International Conference on System Theory, Control and Computing (ICSTCC)

Advances towards a robust AI-based glioma grading system

Authors: Pitarch i Abaigar, Carla

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació

Thesis Advisors: Vellido Alcacena, Alfredo, Ribas Ripoll, Vicente Jorge

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: glioma grading, artificial intelligence, deep learning, magnetic resonance imaging, neuro-oncology, model robustness, reliable AI, data preprocessing, medical image analysis, Àrees temàtiques de la UPC::Informàtica, Àrees temàtiques de la UPC::Enginyeria biomèdica, 004 - Informàtica, 616.8 - Neurologia. Neuropatologia.Sistema nerviós

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694181
https://dx.doi.org/10.5821/dissertation-2117-427440

Semi-Supervised Prototype Fusion Medical Image Segmentation Based on U-Net Network

Authors: Ni, WeiZhuo, Xu, Kang

Source: 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2025 18th International Congress on. :1-6 Oct, 2025

Relation: 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Enhancing Privacy and Robustness in Federated Learning with Local Data Distribution Invariance and Byzantine-Resilient Aggregation

Authors: Dolo, Bakary, Loukil, Faiza, Boukadi, Khouloud, Salamatian, Kave

Source: 2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE) ISSRE Software Reliability Engineering (ISSRE), 2025 IEEE 36th International Symposium on. :466-477 Oct, 2025

Relation: 2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE)

Predicting and Analyzing Near-Earth Objects (NEOs) Using Machine Learning

Authors: Ankitha, K, Nayak, Adithya S, Balakrishna, Abhin, Ashiq, Ashmika

Source: 2025 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER) Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), 2025 IEEE International Conference on. :37-42 Oct, 2025

Relation: 2025 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER)

CA-HIL: A Competency-Aware Framework for Bridging Automation and Human Expertise in Data Science Projects

Authors: Holtkemper, Maike, Beecks, Christian

Source: 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA) Data Science and Advanced Analytics (DSAA), 2025 IEEE 12th International Conference on. :1-9 Oct, 2025

Relation: 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)

Survey: Time-Series Data Preprocessing: A Survey and an Empirical Analysis

Authors: Tawalkuli, Amal, Havers, Bastian, 1991, Gulisano, Vincenzo Massimiliano, 1984, Kaiser, Daniel, Engel, Thomas

Source: AutoSPADA (Automotive Stream Processing and Distributed Analytics) OODIDA Phase 2 Journal of Engineering Research. 13(2):674-711

Subject Terms: Data Preprocessing, Data Quality

File Description: electronic

Access URL: https://research.chalmers.se/publication/540273
https://research.chalmers.se/publication/540495
https://research.chalmers.se/publication/540495/file/540495_Fulltext.pdf

Hyperspectral Data Preprocessing Algorithm Using Vegetation Indices for a Convolutional Neural Network

Authors: Titov, Danila A., Ryzhova, Victoria A., Yarishev, Sergey N., Djamiykov, Todor S., Marinov, Marin B.

Source: 2025 XXXIV International Scientific Conference Electronics (ET) Scientific Conference Electronics (ET), 2025 XXXIV International. :1-4 Sep, 2025

Relation: 2025 XXXIV International Scientific Conference Electronics (ET)

Prediction of Airline Passenger Satisfaction Using Machine Learning and Deep Learning Approaches

Authors: Bilgin, Sena

Source: 2025 Innovations in Intelligent Systems and Applications Conference (ASYU) Intelligent Systems and Applications Conference (ASYU), 2025 Innovations in. :1-7 Sep, 2025

Relation: 2025 Innovations in Intelligent Systems and Applications Conference (ASYU)

Machine Learning Approaches for Loan Default Prediction: A Comparative Analysis of Random Forest and KNN Algorithms

Authors: Bhuvan, K. Balaji, Hemanth, N., Niketh, V.

Source: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS) Universal Data Analytics and Sciences (WorldSUAS), 2025 World Skills Conference on. :1-6 Aug, 2025

Relation: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS)

Machine Learning Decision Support for Elderly Healthcare Using MIMIC Dataset

Authors: Mir, Aabid A., Khalid, Ahmad S., Musa, Shahrulniza, Fauzi, Mohammad Faizal Ahmad, Razak, Normy N., Tang, Tong Boon

Source: 2025 IEEE 6th International Conference in Robotics and Manufacturing Automation (ROMA) Robotics and Manufacturing Automation (ROMA), 2025 IEEE 6th International Conference in. :141-146 Aug, 2025

Relation: 2025 IEEE 6th International Conference in Robotics and Manufacturing Automation (ROMA)

Deep Learning-Based Satellite Remote Sensing Data Preprocessing and Crop Pest Identification

Authors: Xia, Yan

Source: 2025 5th International Conference on Advanced Algorithms and Neural Networks (AANN) Advanced Algorithms and Neural Networks (AANN), 2025 5th International Conference on. :244-248 Aug, 2025

Relation: 2025 5th International Conference on Advanced Algorithms and Neural Networks (AANN)

AI-Powered Platform for Predictive Heart Disease Detection

Authors: P, Devi P., Balamurugan, S., Priya S, Sathiya, AG, Noorul Julaiha, R, Gayathri, N, Kiruthika

Source: 2025 9th International Conference on Inventive Systems and Control (ICISC) Inventive Systems and Control (ICISC), 2025 9th International Conference on. :1-7 Aug, 2025

Relation: 2025 9th International Conference on Inventive Systems and Control (ICISC)

High-Accuracy Appendicitis Diagnosis via Information Gain Regularized Features (IGRF) and Interpretable Machine Learning

Authors: Amareswar, Vellala, Sai Lakshmi Prasuna, G, Kranthi Rekha, Ch, Mohana Rao, Kalavakuri, Muqthadar Ali, Syed, Radha Krishna, B

Source: 2025 9th International Conference on Inventive Systems and Control (ICISC) Inventive Systems and Control (ICISC), 2025 9th International Conference on. :1379-1386 Aug, 2025

Relation: 2025 9th International Conference on Inventive Systems and Control (ICISC)

SkiNet: Skin Disease Prediction and Diagnosis using Machine Learning

Authors: Lizy, A., Kommalapati, Kedareswari, R, Mahavidhya, Rakesh, Boyapati

Source: 2025 9th International Conference on Inventive Systems and Control (ICISC) Inventive Systems and Control (ICISC), 2025 9th International Conference on. :251-257 Aug, 2025

Relation: 2025 9th International Conference on Inventive Systems and Control (ICISC)

Adaptive Cybersecurity Framework for DDoS Mitigation Using a Dual LSTM with Secretary Bird Optimization Approach

Authors: Kanimozhi, S, Budagam, Dinesh Kumar, Pandian, P. Manivel, Parthiban, S., Joycy, A. Mary, Gandhi, V. Neela

Source: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT) Circuit, Power & Computing Technologies (ICCPCT), 2025 8th International Conference on. :1388-1393 Aug, 2025

Relation: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT)

Customer Segmentation Using Machine Learning

Authors: Santhoshkumar, S. P., Jagadish, J., Krishna, B. Sai, Sulthan, Shaik, Kalaimani, M., Parthasarathy, R.

Source: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT) Circuit, Power & Computing Technologies (ICCPCT), 2025 8th International Conference on. :1673-1677 Aug, 2025

Relation: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT)

Advanced Machine Learning Approaches for Accurate Rock Type Classification and Comprehensive Analysis in Mining Using Geochemical Data

Authors: Yarlanki, Vinod Kumar, VijayaVenkat, R., Singh, R.Meghanath, Ravindra, C.Guru, Kumar, S.Phani, Besta, Appanna

Source: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT) Circuit, Power & Computing Technologies (ICCPCT), 2025 8th International Conference on. :195-200 Aug, 2025

Relation: 2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT)