Katarina Grolinger

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 38

Top Topics

Fault Detection

Agglomerative Hierarchical Clustering

Top Venues

Publications

Omar Awadallah, Katarina Grolinger, Ayan Sadhu
Remote collaborative framework for real-time structural condition assessment using Augmented Reality. Adv. Eng. Informatics 62 (2024)
Memoona Aziz, Umair Rehman, Muhammad Umair Danish, Katarina Grolinger
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images. CoRR (2024)
Zhixin Han, Katarina Grolinger, Miriam A. M. Capretz, Syed Mir
Scheduling Electric Vehicle Charging for Grid Load Balancing. IECON (2023)
Madhushan Buwaneswaran, Tehara Fonseka, Apurva Narayan, Katarina Grolinger
Improving Adversarial Robustness of Few-Shot Learning with Contrastive Learning and Hypersphere Embedding. ICMLA (2023)
Raiden Skala, Mohamed Ahmed T. A. Elgalhud, Katarina Grolinger, Syed Mir
Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging. CoRR (2023)
Davoud Gholamiangonabadi, Katarina Grolinger
Personalized models for human activity recognition with wearable sensors: deep neural networks and signal processing. Appl. Intell. 53 (5) (2023)
Kyle Dunphy, Mohammad Navid Fekri, Katarina Grolinger, Ayan Sadhu
Data Augmentation for Deep-Learning-Based Multiclass Structural Damage Detection Using Limited Information. Sensors 22 (16) (2022)
Fadi AlMahamid, Hanan Lutfiyya, Katarina Grolinger
Virtual Sensor Middleware: Managing IoT Data for the Fog-Cloud Platform. CoRR (2022)
Fadi AlMahamid, Katarina Grolinger
Reinforcement Learning Algorithms: An Overview and Classification. CoRR (2022)
Fadi AlMahamid, Katarina Grolinger
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering. CCECE (2022)
Fadi AlMahamid, Katarina Grolinger
Autonomous Unmanned Aerial Vehicle Navigation using Reinforcement Learning: A Systematic Review. CoRR (2022)
Fadi AlMahamid, Katarina Grolinger
Autonomous Unmanned Aerial Vehicle navigation using Reinforcement Learning: A systematic review. Eng. Appl. Artif. Intell. 115 (2022)
Fadi AlMahamid, Hanan Lutfiyya, Katarina Grolinger
Virtual Sensor Middleware: Managing IoT Data for the Fog-Cloud Platform. CCECE (2022)
Sergio A. Salinas, Mohamed Ahmed T. A. Elgalhud, Luke Tambakis, Sanket Salunke, Kshitija Patel, Hamada Ghenniwa, Abdelkader Ouda, Kenneth McIsaac, Katarina Grolinger, Ana Luisa Trejos
Comparison of Machine Learning Techniques for Activities of Daily Living Classification with Electromyographic Data. ICORR (2022)
Khushwant Rai, Farnam Hojatpanah, Firouz Badrkhani Ajaei, Josep M. Guerrero, Katarina Grolinger
Deep learning for high-impedance fault detection and classification: transformer-CNN. Neural Comput. Appl. 34 (16) (2022)
Spencer Vecile, Kyle Lacroix, Katarina Grolinger, Jagath Samarabandu
Malicious and Benign URL Dataset Generation Using Character-Level LSTM Models. DSC (2022)
Fadi AlMahamid, Katarina Grolinger
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering. CoRR (2022)
Khushwant Rai, Farnam Hojatpanah, Firouz Badrkhani Ajaei, Katarina Grolinger
Deep Learning for High-Impedance Fault Detection: Convolutional Autoencoders. CoRR (2021)
Ananda Mohon Ghosh, Katarina Grolinger
Edge-Cloud Computing for Internet of Things Data Analytics: Embedding Intelligence in the Edge With Deep Learning. IEEE Trans. Ind. Informatics 17 (3) (2021)
Fadi AlMahamid, Katarina Grolinger
Reinforcement Learning Algorithms: An Overview and Classification. CCECE (2021)
Rashpinder Kaur Jagait, Mohammad Navid Fekri, Katarina Grolinger, Syed Mir
Load Forecasting Under Concept Drift: Online Ensemble Learning With Recurrent Neural Network and ARIMA. IEEE Access 9 (2021)
Ljubisa Sehovac, Katarina Grolinger
Deep Learning for Load Forecasting: Sequence to Sequence Recurrent Neural Networks With Attention. IEEE Access 8 (2020)
Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao
ServeNet: A Deep Neural Network for Web Services Classification. ICWS (2020)
Davoud Gholamiangonabadi, Nikita Kiselov, Katarina Grolinger
Deep Neural Networks for Human Activity Recognition With Wearable Sensors: Leave-One-Subject-Out Cross-Validation for Model Selection. IEEE Access 8 (2020)
Yifang Tian, Ljubisa Sehovac, Katarina Grolinger
Similarity-Based Chained Transfer Learning for Energy Forecasting With Big Data. IEEE Access 7 (2019)
Ananda Mohon Ghosh, Katarina Grolinger
Deep Learning: Edge-Cloud Data Analytics for IoT. CCECE (2019)
Ljubisa Sehovac, Cornelius Nesen, Katarina Grolinger
Forecasting Building Energy Consumption with Deep Learning: A Sequence to Sequence Approach. ICIOT (2019)
Xiaoou Monica Zhang, Katarina Grolinger, Miriam A. M. Capretz, Luke Seewald
Forecasting Residential Energy Consumption: Single Household Perspective. ICMLA (2018)
Dennis Bachmann, Katarina Grolinger, Hany F. ElYamany, Wilson A. Higashino, Miriam A. M. Capretz, Majid Fekri, Bala Gopalakrishnan
(CF)2 architecture: contextual collaborative filtering. Inf. Retr. J. 21 (6) (2018)
Alexandra L'Heureux, Katarina Grolinger, Wilson A. Higashino, Miriam A. M. Capretz
A Gamification Framework for Sensor Data Analytics. ICIOT (2017)
Alexandra L'Heureux, Katarina Grolinger, Hany F. ElYamany, Miriam A. M. Capretz
Machine Learning With Big Data: Challenges and Approaches. IEEE Access 5 (2017)
Norman L. Tasfi, Wilson A. Higashino, Katarina Grolinger, Miriam A. M. Capretz
Deep Neural Networks with Confidence Sampling for Electrical Anomaly Detection. iThings/GreenCom/CPSCom/SmartData (2017)
Daniel B. Araya, Katarina Grolinger, Hany F. ElYamany, Miriam A. M. Capretz, Girma T. Bitsuamlak
Collective contextual anomaly detection framework for smart buildings. IJCNN (2016)
Katarina Grolinger, Miriam A. M. Capretz, Luke Seewald
Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational Resources. BigData Congress (2016)
Mauro Ribeiro, Katarina Grolinger, Miriam A. M. Capretz
MLaaS: Machine Learning as a Service. ICMLA (2015)
Sara S. Abdelkader, Katarina Grolinger, Miriam A. M. Capretz
Predicting Energy Demand Peak Using M5 Model Trees. ICMLA (2015)
Hany F. El Yamany, Marwa F. Mohamed, Katarina Grolinger, Miriam A. M. Capretz
A Generalized Service Replication Process in Distributed Environments. CLOSER (2015)
Katarina Grolinger, Emna Mezghani, Miriam A. M. Capretz, Ernesto Exposito
Collaborative knowledge as a service applied to the disaster management domain. Int. J. Cloud Comput. 4 (1) (2015)
Katarina Grolinger, Michael A. Hayes, Wilson A. Higashino, Alexandra L'Heureux, David S. Allison, Miriam A. M. Capretz
Challenges for MapReduce in Big Data. SERVICES (2014)
Katarina Grolinger, Miriam A. M. Capretz, Americo Cunha, Saïd Tazi
Integration of business process modeling and Web services: a survey. Serv. Oriented Comput. Appl. 8 (2) (2014)
Katarina Grolinger, Miriam A. M. Capretz, Emna Mezghani, Ernesto Exposito
Knowledge as a Service Framework for Disaster Data Management. WETICE (2013)
Katarina Grolinger, Wilson A. Higashino, Abhinav Tiwari, Miriam A. M. Capretz
Data management in cloud environments: NoSQL and NewSQL data stores. J. Cloud Comput. 2 (2013)
Katarina Grolinger, Miriam A. M. Capretz, José R. Martí, Krishan D. Srivastava
Ontology-based Representation of Simulation Models. SEKE (2012)
Katarina Grolinger, Kevin P. Brown, Miriam A. M. Capretz
From Glossaries to Ontologies: Disaster Management Domain(S). SEKE (2011)
Katarina Grolinger, Miriam A. M. Capretz
A unit test approach for database schema evolution. Inf. Softw. Technol. 53 (2) (2011)
Katarina Grolinger, Miriam A. M. Capretz, Adam Shypanski, Gagandeep S. Gill
Federated critical infrastructure simulators: Towards ontologies for support of collaboration. CCECE (2011)
Kevin P. Brown, Katarina Grolinger, Miriam A. M. Capretz
Data Providing Web Service-based integration framework for use in a health care context. CCECE (2011)
Bojan Jerbc, Katarina Grolinger, Bozo Vranjs
Autonomous agent based on reinforcement learning and adaptive shadowed network. Artif. Intell. Eng. 13 (2) (1999)