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ORCIDKES 2021: Virtual Event / Szczecin, Poland
- Jaroslaw Watróbski, Wojciech Salabun, Carlos Toro, Cecilia Zanni-Merk, Robert J. Howlett, Lakhmi C. Jain:
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, Virtual Event / Szczecin, Poland, 8-10 September 2021. Procedia Computer Science 192, Elsevier 2021
- Frontmatter. 1-9
- Alexandra-Ioana Albu:
Towards learning transferable embeddings for protein conformations using Variational Autoencoders. 10-19 - Adam Sulich, Malgorzata Rutkowska, Agnieszka Krawczyk-Jezierska, Jaroslaw Jezierski, Tomasz Zema:
Cybersecurity and Sustainable Development. 20-28 - Mohamed Saifeddine Hadj Sassi, Lamia Chaari Fourati
, Manel Zekri, Sadok Ben Yahia:
Knowledge Management Process for Air Quality Systems based on Data Warehouse Specification. 29-38 - Philippe Krajsic, Bogdan Franczyk:
Semi-Supervised Anomaly Detection in Business Process Event Data using Self-Attention based Classification. 39-48 - Maria Nutu:
Deep Learning Approach for Automatic Romanian Lemmatization. 49-58 - Mohamed Lazhar Bellagha, Mounir Zrigui:
Using the MGB-2 challenge data for creating a new multimodal Dataset for speaker role recognition in Arabic TV Broadcasts. 59-68 - Hajer Maraoui, Kais Haddar, Laurent Romary:
Arabic factoid Question-Answering system for Islamic sciences using normalized corpora. 69-79 - Wlodzimierz Filipowicz:
Conditional dependencies in imprecise data handling. 80-89 - Mayssa Frikha, Emna Fendri, Mohamed Hammami:
Deep Semantic Attributes for People Search. 90-99 - Satoshi Masuya:
An Approximated Shapley Value for Partially Defined Cooperative Games. 100-108 - Nikolaos Malamas, Andreas L. Symeonidis:
Embedding Rasa in edge Devices: Capabilities and Limitations. 109-118 - Vlad-Ioan Tomescu, Gabriela Czibula, Stefan Nitica:
A study on using deep autoencoders for imbalanced binary classification. 119-128 - Pia Schönbeck, Malin Löfsjögård, Anders Ansell:
Collaboration and knowledge exchange possibilities between industry and construction 4.0 research. 129-137 - Romain Orhand, Hiba Khodji, Amarin Hutt, Anne Jeannin-Girardon:
Quantification of the transferability of features between deep neural networks. 138-147 - Przemyslaw Klesk:
Logarithmic Least Squares criterion revisited for general matrices of pairwise comparisons. 148-157 - Davide Varagnolo, Dora Melo, Irene Pimenta Rodrigues:
A Tool to Explore the Population of a CIDOC-CRM Ontology. 158-167 - Manel Affi, Chiraz Latiri:
BE-BLC: BERT-ELMO-Based Deep Neural Network Architecture for English Named Entity Recognition Task. 168-181 - Wei Yan, Cecilia Zanni-Merk, Denis Cavallucci, Liang Zhang, Jihua Wang:
Extended intelligent Su-Field analysis based on fuzzy inference. 182-191 - Salma Chaieb, Ali Ben Mrad, Brahim Hnich:
Interventions Recommendation System for Preventing future Falls in Older Adults. 192-201 - Paul Guélorget, Guillaume Gadek, Titus B. Zaharia, Bruno Grilhères:
Active learning to measure opinion and violence in French newspapers. 202-211 - Kazuhisa Ito, Tsubasa Tabei:
Model Predictive Temperature and Humidity Control of Greenhouse with Ventilation. 212-221 - Hao Huang, Mounira Harzallah, Fabrice Guillet, Ziwei Xu:
Core-Concept-Seeded LDA for Ontology Learning. 222-231 - Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov:
Minimizing Number of Nodes in Decision Trees with Hypotheses. 232-240 - Matthieu Bellucci, Nicolas Delestre, Nicolas Malandain, Cecilia Zanni-Merk:
Towards a terminology for a fully contextualized XAI. 241-250 - Vladimir V. Rybakov:
Quantitative Modalities, Possible Applications to Information Analysis. 251-258 - Paulina Stachura, Karolina Kuligowska:
Multi-criteria analysis of urban policy for sustainable development decision-making: A case study for Warsaw city, Poland. 259-269 - Anca Ignat, Ioan Pavaloi:
Keypoint Selection Algorithm for Palmprint Recognition with SURF. 270-280 - Jaroslaw Drapala, Dorota Frydecka, Jerzy Swiatek:
A Simple-Units Complex-Structure Neural Network model of the Basal Ganglia to simulate reinforcement learning tasks. 281-290 - Michal Marcinczuk, Jarema Radom:
A Single-run Recognition of Nested Named Entities with Transformers. 291-297 - Pedro José Pereira, Gabriel Coelho, Alexandrine Ribeiro, Luís Miguel Matos, Eduardo C. Nunes, André L. Ferreira, André Luiz Pilastri, Paulo Cortez:
Using Deep Autoencoders for In-vehicle Audio Anomaly Detection. 298-307 - Cristiana Moroz-Dubenco, Laura Diosan, Anca Andreica:
Mammography Lesion Detection Using an Improved GrowCut Algorithm. 308-317 - Fatma Bouhlel, Hazar Mliki, Mohamed Hammami:
Suspicious Person Retrieval from UAV-sensors based on part level deep features. 318-327 - Jerzy Pejas, Lukasz Cierocki:
Reversible Data Hiding Scheme for Images Using Gray Code Pixel Value Optimization. 328-337 - Imen Ben Mansour, Inès Alaya, Moncef Tagina:
Indicator Weighted Based Multi-Objective Approach using Self-Adaptive Neighborhood Operator. 338-347 - Mahdi Abdelkafi, Nader Mbarek, Lotfi Bouzguenda:
Mining Organizational Structures from Email Logs: an NLP based approach. 348-356 - Przemyslaw Klesk, Aneta Bera, Dariusz Sychel:
Extended Zernike invariants backed with complex-valued integral images for detection tasks. 357-368 - Carmen Costea, Bogdan Gavrea, Mihaela Streza, Bogdan Belean:
Edge-based Active Contours for Microarray Spot Segmentation. 369-375 - Jakub Wieckowski, Jaroslaw Watróbski:
How to determine complex MCDM model in the COMET method? Automotive sport measurement case study. 376-386 - Amira Dhokar, Lobna Hlaoua, Lotfi Ben Romdhane:
Tweet Contextualization Approach Using a Semantic Query Expansion. 387-396 - Anamaria Briciu, Gabriela Czibula, Mihaiela Lupea:
AutoAt: A deep autoencoder-based classification model for supervised authorship attribution. 397-406 - Michele Dusi, Gianfranco Lamperti:
Fixing Nondeterminism in Large Discrete-Event Knowledge. 407-416 - Lukas Bauer, Patrick Beck, Leon Stütz, Markus Kley:
Enhanced efficiency prediction of an electrified off-highway vehicle transmission utilizing machine learning methods. 417-426 - Vincenzo De Angelis, Francesco Buccafurri:
A game theory-based approach to discourage fake reviews. 427-436 - Urszula Markowska-Kaczmar, Adrian Slimak:
Creating herd behavior by virtual agents using neural networks. 437-446 - Vitaliy Yakovyna, Ivan Symets:
Reliability assessment of CubeSat nanosatellites flight software by high-order Markov chains. 447-456 - Katsuhiro Honda, Kohei Kunisawa, Seiki Ubukata, Akira Notsu:
Fuzzy c-Varieties Clustering for Vertically Distributed Datasets. 457-466 - Pronab Ghosh, Sami Azam, Asif Karim, Mehedi Hassan, Kuber Roy, Mirjam Jonkman:
A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. 467-477 - Lucia Georgiana Coca, Ciprian-Gabriel Cusmuliuc, Adrian Iftene:
Automatic tarmac crack identification application. 478-486 - Wissame Laddada, Lina Fatima Soualmia, Cecilia Zanni-Merk, Ali Ayadi, Claudia S. Frydman, India L'Hote, Isabelle Imbert:
OntoRepliCov: an Ontology-Based Approach for Modeling the SARS-CoV-2 Replication Process. 487-496 - Tadeusz Pankowski:
Modeling and Querying Data in an Ontology-Based Data Access System. 497-506 - Mathieu Bourgais, Franco Giustozzi, Laurent Vercouter:
Detecting Situations with Stream Reasoning on Health Data Obtained with IoT. 507-516 - Kenta Sakamoto, Masaaki Okabe, Hiroshi Yadohisa:
Generalized canonical correlation analysis for labeled data. 517-525 - Andrzej Piegat, Marcin Plucinski:
Universal algebraic solution of the interval linear system: AX + BX = Y. 526-532 - Andrzej Piegat, Marcin Plucinski:
Application of the multidimensional RDM-arithmetic for verification of nestedness of the solution of the linear fuzzy equation system. 533-542 - Wei Chen, Fengchang Yang, Xianru Zhang, Xin Xu, Xu Qiao:
MAU-Net: Multiple Attention 3D U-Net for Lung Cancer Segmentation on CT Images. 543-552 - Eduardo Mosqueira-Rey, David Alonso-Ríos, Andrés Baamonde-Lozano:
Integrating Iterative Machine Teaching and Active Learning into the Machine Learning Loop. 553-562 - Damir Juric, David Geleta, Gregory McKay, Giorgos Stoilos:
A Platform and Algorithms for Interoperability Between Clinical Coding Systems. 563-572 - Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala:
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. 573-581 - René Pihlak, Andri Riid:
Morphological Cross Entropy Loss for Improved Semantic Segmentation of Small and Thin Objects. 582-591 - Matheus F. Torquato, Kayalvizhi Lakshmanan, Natalia Narozanska, Ryan Potter, Alexander J. Williams, Fawzi Belblidia, Ashraf A. Fahmy, Johann Sienz:
Cascade Optimisation of Battery Electric Vehicle Powertrains. 592-601 - Amina Ben Meriem, Lobna Hlaoua, Lotfi Ben Romdhane:
A fuzzy approach for sarcasm detection in social networks. 602-611 - Daniel Figurowski, Pawel Dworak:
An algorithm for modeling an environment and creating a semantic model of its topology. 612-621 - Vlad-Sebastian Ionescu, Gabriela Czibula, Eugen Mihulet:
DeePS at: A deep learning model for prediction of satellite images for nowcasting purposes. 622-631 - Adél Bajcsi, Anca Andreica, Camelia Chira:
Towards feature selection for digital mammogram classification. 632-641 - Cezara Benegui:
A Deep Learning Approach to Subject Identification Based on Walking Patterns. 642-649 - William Kelley, Iren Valova, Douglas Bell, Ojonukpemi Ameh, Jacob Bader:
Honey sources: neural network approach to bee species classification. 650-657 - Guy Caseneuve, Iren Valova, Nathan LeBlanc, Melanie Thibodeau:
Chest X-Ray Image Preprocessing for Disease Classification. 658-665 - Ana Rubio Ruiz, David Villa Alises, Rubén Cantarero Navarro, María José Santofimia Romero, Javier Dorado Chaparro, Juan Carlos López López:
Leveraging commonsense reasoning towards a smarter Smart Home. 666-675 - Maha Nssibi, Ghaith Manita, Ouajdi Korbaa:
Binary Giza Pyramids Construction For Feature Selection. 676-687 - Mo Xia, Linfeng Sui, Xuyang Zhao, Toshihisa Tanaka, Jianting Cao:
Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data. 688-696 - Ghaith Manita, Aymen Zermani:
A Modified Jellyfish Search Optimizer With Orthogonal Learning Strategy. 697-708 - Sara Séguin, Hugo Tremblay, Imène Benkalaï, David-Emmanuel Perron-Chouinard, Xavier Lebeuf:
Minimizing the number of robots required for a Robotic Process Automation (RPA) problem. 709-716 - Md. Asadujjaman, Humyun Fuad Rahman, Ripon K. Chakrabortty, Michael J. Ryan:
A Memetic Algorithm for Concurrent Project Scheduling, Materials Ordering and Suppliers Selection Problem. 717-726 - Liviu Andrei Scutelnicu:
Romanian Lexical Resources Interconnection. 727-735 - Ionut Cristian Pistol, Andrei Arusoaie:
Analysing State-based Models for AI Problems. 736-745 - Kristo Raun, Ants Torim, Sadok Ben Yahia:
GC and Other Methods for Full and Partial Context Coverage. 746-755 - Beáta Lorincz, Adriana Stan, Mircea Giurgiu:
An objective evaluation of the effects of recording conditions and speaker characteristics in multi-speaker deep neural speech synthesis. 756-765 - Jakub Flotynski, Krzysztof Walczak, Pawel Sobocinski, Adam Galazkiewicz:
Knowledge-Based Management of Virtual Training Scenarios. 766-775 - Cristian Frasinaru, Emanuel Florentin Olariu:
Generating multi depot vehicle scheduling problems with known optimal tours. 776-785 - Wojciech Waloszek:
Towards Use of OntoClean for Ontology Contextualization. 786-795 - Sameh Manita, Sadek Mansouri, Mounir Zrigui, Salma Berchech:
Arabic text detection in news video using RetinaNet. 796-803 - Shinichi Oeda, Daiki Shimizu:
Verification of Usefulness of Student Modeling with Real Educational Data using Convex Factorization Machines. 804-811 - Ons Meddeb, Mohsen Maraoui, Mounir Zrigui:
Arabic Text Documents Recommendation Using Joint Deep Representations Learning. 812-821 - Ferdaous Kamoun-Abid, Malek Rekik, Amel Meddeb-Makhlouf, Faouzi Zarai:
Secure architecture for Cloud/Fog computing based on firewalls and controllers. 822-833 - Michal Zendran, Andrzej Rusiecki:
Swapping Face Images with Generative Neural Networks for Deepfake Technology - Experimental Study. 834-843 - Malgorzata Wachulec, Marcin Luckner:
Fault detection of jet engine heat sensor. 844-852 - Wiem Hachicha, Leila Ghorbel, Ronan Champagnat, Corinne Amel Zayani, Ikram Amous:
Using Process Mining for Learning Resource Recommendation: A Moodle Case Study. 853-862 - Agnieszka Lazarowska:
Evaluation of a deterministic real-time path planning algorithm for autonomous ships using radar data. 863-872 - Miki Hashimoto, Yusuke Ide, Masayoshi Aritsugi:
Anomaly detection for sensor data of semiconductor manufacturing equipment using a GAN. 873-882 - Ioana-Alexandra Todericiu, Camelia Serban, Laura Diosan:
Towards Accessibility in Education through Smart Speakers. An ontology based approach. 883-892 - Hussein Hazimeh, Zahraa Chreim, Ali Noureldine, Hassan Harb, Elena Mugellini, Omar Abou Khaled, Fouad Hannoun:
REDUCE: a semi-supervised scalable approach for REsult DUplication detection in Search Engines. 893-902 - Marwa Ben M'Barek, Sana Ben Hamida, Amel Borgi, Marta Rukoz:
GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks. 903-912 - Mayssa Frikha, Imen Chtourou, Emna Fendri, Mohamed Hammami:
BiMPeR: A Novel Bi-Model Person Re-identification Method based on the Appearance and the Gait Features. 913-922 - Piotr Lasek:
SODA: A Real-time Simulation Framework for Object Detection and Analysis in Smart Manufacturing. 923-930 - Andrzej Perec:
Multiple Response Optimization of Abrasive Water Jet Cutting Process using Response Surface Methodology (RSM). 931-940 - Zeeshan Haque Syed, Asma Trabelsi, Emmanuel Helbert, Vincent Bailleau, Christian Muths:
Question Answering Chatbot for Troubleshooting Queries based on Transfer Learning. 941-950 - Taoufik Ben Abdallah, Islam Elleuch, Radhouane Guermazi:
Student Behavior Recognition in Classroom using Deep Transfer Learning with VGG-16. 951-960 - Elie Mengin, Fabrice Rossi:
Improved Algorithm for the Network Alignment Problem with Application to Binary Diffing. 961-970 - Hoang-Thuyen Nguyen, Thi-Oanh Nguyen:
Attention-based network for effective action recognition from multi-view video. 971-980 - Hassiba Laifa, Raoudha Khchérif, Henda Hajjami Ben Ghezalaa:
Train delay prediction in Tunisian railway through LightGBM model. 981-990 - Pedro Bandeiras Cardoso, Dulce Domingos, Ana Respício:
Contributions for risk assessment of IoT-aware business processes at different granularity levels. 991-1000 - Marcin Oleksy, Wiktor Walentynowicz, Jan Wieczorek:
New approach to the chunk recoginition in Polish. 1001-1010 - Jakub Pastuszuk, Patryk Burek, Bogdan Ksiezopolski:
Cybersecurity Ontology for Dynamic Analysis of IT Systems. 1011-1020 - Patryk Burek, Frank Loebe, Heinrich Herre:
Overview of GFO 2.0 Functions: An ontology module for representing teleological knowledge. 1021-1030 - Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Paolo Emidio Macchia, Immacolata Cristina Nettore, Chiara Verdone:
Thyroid Disease Treatment prediction with machine learning approaches. 1031-1040 - Diana Anca Vasiliev, Ana-Maria Ghiran, Robert Andrei Buchmann:
Evaluation of Data Integration Plans based on Graph Data. 1041-1050 - Maroua Boudabous, Anna Pappa:
WebT-IDC: A Web Tool for Intelligent Dataset Creation A Use Case for Forums and Blogs. 1051-1060 - Joshua Riley, Radu Calinescu, Colin Paterson, Daniel Kudenko, Alec Banks:
Utilising Assured Multi-Agent Reinforcement Learning within Safety-Critical Scenarios. 1061-1070 - Edyta Rogula, Maciej Piasecki, Tomasz Naskret:
Literary Genre Recognition among Polish Blog Posts. 1071-1080 - Mariam Masmoudi, Corinne Amel Zayani, Ikram Amous, Florence Sèdes:
A New Blockchain-Based trust management model. 1081-1091 - Alexandru Oloieri, Paul Diac:
Throughput-based Service Composition. 1092-1101 - Katarzyna R. Baran:
Stress detection and monitoring based on low-cost mobile thermography. 1102-1110 - Sameh Neji, Tarek Chenaina, Abdullah M. Shoeb, Leila Ben Ayed:
HyRa: An Effective Hybrid Ranking Model. 1111-1120 - Marwa Harrathi, Rafik Braham:
Recommenders in improving students' engagement in large scale open learning. 1121-1131 - Jarema Radom, Jan Kocon:
Multi-task Sequence Classification for Disjoint Tasks in Low-resource Languages. 1132-1140 - Jalila Filali, Hajer Baazaoui Zghal, Jean Martinet:
Comparing HMAX and BoVW Models for Large-Scale Image Classification. 1141-1151 - Faouzi Jaziri, Rim Messaoudi, Achraf Mtibaa, Jonathan Courbon, Mahdi Kilani, Mohamed Mhiri, Antoine Vacavant:
ORVIPO: An Ontological Prototype for Modeling 3D Scenes in Operating Rooms. 1152-1161 - Karolina Kuligowska, Bartlomiej Kowalczuk:
Pseudo-labeling with transformers for improving Question Answering systems. 1162-1169 - Salma Chaieb, Ali Ben Mrad, Brahim Hnich:
Probabilistic causal model for the detection of obsolete personal information to prevent falls in the elderly. 1170-1179 - Abd El Heq Silem, Hajer Taktak, Faouzi Moussa:
A new Query Reformulation Approach using Web Result Clustering and User Profile. 1180-1189 - Asana Neishabouri, Michel C. Desmarais:
Estimating the Number of Latent Topics Through a Combination of Methods. 1190-1197 - Asana Neishabouri, Michel C. Desmarais:
Inferring the Number and Order of Embedded Topics Across Documents. 1198-1207 - Rubén Dapica, Federico Peinado:
Towards a Semantic Knowledge Base for Competency-Based Training of Airline Pilots. 1208-1217 - Alaeddine Moussa, Sébastien Fournier, Khaoula Mahmoudi, Bernard Espinasse, Sami Faïz:
Spatial Role Labeling based on Improved Pre-trained Word Embeddings and Transfer Learning. 1218-1226 - Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Mounir Boukadoum, Maxime Leduc:
Graph pattern mining on top of a domain ontology - preliminary results from a dairy production application. 1227-1236 - Amal Hafsi, Youssef Gamha, Cheyma Ben Njima, Lotfi Ben Romdhane:
SemLinkWS: Collaboration Social Network of Web Services to Aid Service Discovery. 1237-1244 - Grzegorz Baron, Urszula Stanczyk:
Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints. 1245-1254 - Urszula Stanczyk:
Weighting factor for attributes based on reduct cardinality. 1255-1264