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ORCID20th CISIM 2021: Ełk, Poland
- Khalid Saeed, Jirí Dvorský
:
Computer Information Systems and Industrial Management - 20th International Conference, CISIM 2021, Ełk, Poland, September 24-26, 2021, Proceedings. Lecture Notes in Computer Science 12883, Springer 2021, ISBN 978-3-030-84339-7
Invited Paper
- Anna M. Bartkowiak, Radoslaw Zimroz:
Importance of Variables in Gearbox Diagnostics Using Random Forests and Ensemble Credits. 3-13
Biometrics and Pattern Recognition Applications
- Tapalina Bhattasali, Khalid Saeed:
Typing Pattern Analysis for Fake Profile Detection in Social Media. 17-27 - Geovanna Jiménez-Gómez, Daniela Navarro-Escorcia, Dionicio Neira-Rodado, Ian Cleland:
Determination of the Most Relevant Features to Improve the Performance of RF Classifier in Human Activity Recognition. 28-42 - Aleksander Sawicki:
Augmentation of Gait Cycles Using LSTM-MDN Networks in Person Identification System. 43-54 - Maciej Szymkowski:
Raspberry Pi-Based Device for Finger Veins Collection and the Image Processing-Based Method for Minutiae Extraction. 55-65 - Cezary Wróbel, Slawomir K. Zielinski:
Identification of Humans Using Hand Clapping Sounds. 66-77
Computer Information Systems and Security
- Eugenia Arrieta Rodríguez, Paula María Almonacid, Santiago Cortés, Rafael Deaguas, Nohora Diaz, Maria Paula Aroca:
Analyzing and Predicting Colombian Undergrads Performance on Saber-Pro Test: A Data Science Approach. 81-99 - Michal Czolombitko, Tomasz Grzes, Maciej Kopczynski, Urszula Kuzelewska, Anna Lupinska-Dubicka, Dorota Mozyrska, Joanna Panasiuk:
Development of Digital Competences of Elementary School Teachers with a Life-Long Learning Approach. 100-111 - Zornitsa Dimitrova, Daniela Borissova, Vasil Dimitrov:
Design of Web Application with Dynamic Generation of Forms for Group Decision-Making. 112-123 - Ernesto Esmeral, Johan Mardini-Bovea, Dixon Salcedo Morillo, Emiro de la Hoz Franco, Inirida Avendaño Villa, Carlos Henriquez:
Neural Networks as Tool to Improve the Intrusion Detection System. 124-139 - Tomasz Hyla, Jerzy Pejas:
Anonymous Group Signature Scheme with Publicly Verifiable General Access Structure. 140-155 - Raghunath Maji, Atreyee Biswas, Rituparna Chaki:
A Novel Proposal of Using NLP to Analyze IoT Apps Towards Securing User Data. 156-168 - Javier Velásquez Rodríguez, Dionicio Neira-Rodado, Alexander Parody, Fernando A. Crespo, Laurina Brugés-Ballesteros:
Addressing the Permutational Flow Shop Scheduling Problem Through Constructive Heuristics: A Statistical Comparison. 169-181
ICBAKE 2021 Workshop
- Makoto Fukumoto, Seishiro Yoshimitsu:
Search for a Flavor Suited to Beverage by Interactive Genetic Algorithm. 185-192 - Masashi Komori, Keito Shiroshita, Masataka Nakagami, Koyo Nakamura, Maiko Kobayashi, Katsumi Watanabe:
Investigation of Facial Preference Using Gaussian Process Preference Learning and Generative Image Model. 193-202 - Kitti Koonsanit, Taisei Tsunajima, Nobuyuki Nishiuchi:
Evaluation of Strong and Weak Signifiers in a Web Interface Using Eye-Tracking Heatmaps and Machine Learning. 203-213 - Hiroshi Takenouchi, Masataka Tokumaru:
Applying Artificial Bee Colony Algorithm to Interactive Evolutionary Computation. 214-224 - Kimihiro Yamanaka:
Emotion Estimating Method by Using Voice and Facial Expression Parameters. 225-231
Industrial Management and other Applications
- Paola Patricia Ariza-Colpas, Cristian Eduardo Ayala-Mantilla, Marlon Alberto Piñeres-Melo, Diego Villate-Daza, Roberto Cesar Morales-Ortega, Emiro de la Hoz Franco, Hernando Alberto Sanchez Moreno, Shariq Aziz Butt, Carlos Andrés Collazos Morales:
Multilayer Perceptron Applied to the IOT Systems for Identification of Saline Wedge in the Magdalena Estuary - Colombia. 235-244 - Jairo R. Coronado-Hernández, Mayra A. Macías-Jiménez, Joned D. Chica-Llamas, José I. Zapata-Márquez:
Assessment of Organizational Policies in a Retail Store Based on a Simulation Model. 245-258 - Jairo R. Coronado-Hernández, Marly Rico-Carrillo, Katherine Rico-Carrillo, Orlando Zapateiro Altamiranda:
Locating Sea Ambulances to Respond to Emergencies of Vulnerable Populations. Case of Cartagena Bay in Colombia. 259-269 - Thanh-Hai Nguyen, The Anh Nguyen, Hong Khanh Vo, Hoang Huong Luong, Khoi Nguyen Huynh Tuan, Anh Tuan Dao, Ha Xuan Son:
Toward a Unique IoT Network via Single Sign-On Protocol and Message Queue. 270-284
Machine Learning and Artificial Neural Networks
- Jerzy Balicki, Witold Sosnowski:
Multi-objective Approach for Deep Learning in Classification Problems. 287-298 - Mateusz Choinski, Mateusz Rogowski, Piotr Tynecki, Dries P. J. Kuijper, Marcin Churski, Jakub W. Bubnicki:
A First Step Towards Automated Species Recognition from Camera Trap Images of Mammals Using AI in a European Temperate Forest. 299-310 - Kristian Dokic, Dubravka Mandusic, Lucija Blaskovic:
Battle on Edge - Comparison of Convolutional Neural Networks Inference Speed on Two Various Hardware Platforms. 311-322 - Qiaoyue Man, LinTong Zhang, Young Im Cho:
Efficient Hair Damage Detection Using SEM Images Based on Convolutional Neural Network. 323-330 - Aleksandra Pawlicka, Michal Choras, Marcin Przybyszewski, Laurent Belmon, Rafal Kozik, Konstantinos P. Demestichas:
Why Do Law Enforcement Agencies Need AI for Analyzing Big Data? 331-342 - Mikolaj Skubisz, Lukasz Jelen:
Deep Learning Bio-Signal Analysis from a Wearable Device. 343-353
Modelling and Optimization
- Jerzy Balicki, Honorata Balicka, Piotr Dryja:
Big Data from Sensor Network via Internet of Things to Edge Deep Learning for Smart City. 357-368 - Jan Dünnweber, Amitrajit Sarkar, Vimal Kumar Puthiyadath, Omkar Barde:
A Tale of Four Cities: Improving Bus and Waste Collection Schedules in Practical Smart City Applications. 369-380 - Wiktor Jakowluk, Sjoerd Boersma:
Fractional-Order Nonlinear System Identification Using MPC Technique. 381-393 - Debdita Kar, Mandira Roy, Nabendu Chaki:
ToMAL: Token-Based Fair Mutual Exclusion Algorithm. 394-405 - Maciej Kopczynski:
FPGA in Core Calculation for Big Datasets. 406-417 - Ivo Martiník:
Resource-Wokflow Petri Nets with Time Tokens and Their Application in Process Management. 418-430 - Valery Salauyou, Adam Klimowicz:
Digital Device Design by ASMD-FSMD Technique. 431-441 - Timo Stadler, Amitrajit Sarkar, Jan Dünnweber:
Bus Demand Forecasting for Rural Areas Using XGBoost and Random Forest Algorithm. 442-453 - Jaroslaw Stepaniuk:
Core Computation and Artificial Fish Swarm Algorithm in Rough Set Data Reduction. 454-461 - Dariusz Strzeciwilk, Rafik Nafkha, Rafal Zawislak:
Performance Analysis of a QoS System with WFQ Queuing Using Temporal Petri Nets. 462-476 - Krzysztof Trojanowski, Artur Mikitiuk, Jakub A. Grzeszczak:
Runtime Sensor Network Schedule Adaptation to Varying Temperature Conditions. 477-488
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