| The Influence of Strain Rate on Tensile Properties of Additive-Manufactured Wood-Based Polylactic Acid (PLA) (CR-Wood) : An Experimental Investigation |
Gebrehiwot, Silas; Anukka, Harri; Espinosa-Leal, Leonardo |
Solid state phenomena |
2025 |
| Edge Computing Networks by Using WSNs with Efficient Distributed Leader Election for Measuring Air Pollution |
Medina, Sergio; Fernández-Campusano, Christian; Espinosa-Leal, Leonardo; Miranda-Sandoval, Michael; Durán, Claudia |
Communications in computer and information science |
2025 |
| Machine Learning Applications in Sustainable Construction Materials: A Scientometrics Review of Global Trends, Themes, and Future Directions |
Getachew, Ephrem Melaku; Taffese, Woubishet Zewdu; Espinosa-Leal, Leonardo; Yehualaw, Mitiku Damtie |
Sustainability |
2025 |
| Exploring Boost Efficiency in Text Analysis by Using AI Techniques in Port Companies |
Durán, Claudia; Fernández-Campusano, Christian; Espinosa-Leal, Leonardo; Castañeda, Cristóbal; Carrillo, Eduardo; Bastias, Marcelo; Villagra, Felipe |
Applied sciences |
2025 |
| Unveiling non-steady chloride migration insights through explainable machine learning |
Taffese, Woubishet Zewdu; Espinosa-Leal, Leonardo |
Journal of Building Engineering |
2024 |
| Concrete aging factor prediction using machine learning |
Taffese, Woubishet Zewdu; Wally, Gustavo Bosel; Magalhães, Fábio Costa; Espinosa-Leal, Leonardo |
Materials Today Communications |
2024 |
| Pursuing Optimization Using Multimodal Transportation System: A Strategic Approach to Minimizing Costs and CO2 Emissions |
Derpich, Ivan; Duran, Claudia; Carrasco, Raul; Moreno, Fabricio; Fernandez-Campusano, Christian; Espinosa-Leal, Leonardo |
Journal of Marine Science and Engineering |
2024 |
| Automated Quality Control of 3D Printed Tensile Specimen via Computer Vision |
Ullah, Rizwan; Gebrehiwot, Silas; Espinosa-Leal, Leonardo; Madduma Patabendige, Thumula |
Lecture Notes in Networks and Systems |
2024 |
| Deploying Humanoid Robots in a Social Environment |
Kuvaja Adolfsson, Kristoffer; Tigerstedt, Christa; Biström, Dennis; Espinosa-Leal, Leonardo |
Lecture Notes in Networks and Systems |
2024 |
| Rehabilitation with Humanoid Robots: A Feasibility Study of Rehabilitation of Children with Cerebral Palsy (CP) Using a QTRobot |
Jeglinsky-Kankainen, Ira; Hellstén, Thomas; Karlsson, Jonny; Espinosa-Leal, Leonardo |
Lecture Notes in Networks and Systems |
2024 |
| Sentiment Analysis for Sarcasm of Video Gamers |
Li, Zhen; Espinosa-Leal, Leonardo; Björk, Kaj-Mikael |
Lecture Notes in Networks and Systems |
2024 |
| Valohai-CSC Integration: A Machine Learning Management Platform for Finnish Academic Institutions |
Espinosa-Leal, Leonardo; Shcherbakov, Andrey; Westerlund, Magnus |
Lecture Notes in Networks and Systems |
2024 |
| Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine |
Akusok, Anton; Espinosa-Leal, Leonardo; Björk, Kaj-Mikael |
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments |
2024 |
| Automatic Speech Recognition of Finnish-Swedish Dialects: A Comparison of Three Cutting-Edge Technologies |
Espinosa-Leal, Leonardo; Kuvaja Adolfsson, Kristoffer; Shcherbakov, Andrey |
Lecture Notes in Networks and Systems |
2024 |
| Data Obfuscation Scenarios for Batch ELM in Federated Learning Applications |
Akusok, Anton; Espinosa-Leal, Leonardo; Atsemegiorgis, Tamirat; Björk, Kaj-Mikael |
Lecture Notes in Networks and Systems |
2024 |
| Predicting the Colorectal Cancer Mortality in the Region of Lleida, Spain: A Machine Learning Study |
Florensa, Didac; Mateo, Jordi; Solsona, Francesc; Godoy, Pere; Espinosa-Leal, Leonardo |
Proceedings in Adaptation, Learning and Optimization |
2024 |
| Predicting the Duration of User Stories in Agile Project Management |
Raza, Asif; Espinosa-Leal, Leonardo |
Lecture Notes in Networks and Systems |
2024 |
| Distributed Memory-Efficient Algorithm for Extreme Learning Machines Based on Spark |
Akusok, Anton; Espinosa-Leal, Leonardo; Björk, Kaj-Mikael; Lendasse, Amaury |
Proceedings in Adaptation, Learning and Optimization |
2024 |
| Does Streaming Affect Video Game Popularity? |
Li, Zhen; Espinosa-Leal, Leonardo; Olmedilla, Maria; Hu, Renjie; Björk, Kaj-Mikael |
Proceedings in Adaptation, Learning and Optimization |
2024 |
| Heating System Case Study for Simulation-Based Control System Analysis |
Waller, Matias; Espinosa-Leal, Leonardo; Roos, Kim |
Lecture Notes in Networks and Systems |
2024 |
| How Indirect and Direct Interaction Affect the Trustworthiness in Normal and Explainable Human-Robot Interaction |
Pham, Truong An; Espinosa-Leal, Leonardo |
Lecture Notes in Networks and Systems |
2024 |
| Massive Offline Signature Forgery Detection with Extreme Learning Machines |
Espinosa-Leal, Leonardo; Li, Zhen; Hu, Renjie; Björk, Kaj-Mikael |
Proceedings in Adaptation, Learning and Optimization |
2024 |
| Open-Sourcing a Humanoid Robot |
Biström, Dennis; Kuvaja Adolfsson, Kristoffer; Tigerstedt, Christa; Espinosa-Leal, Leonardo |
Lecture Notes in Networks and Systems |
2024 |
| Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study |
Nievas, Nuria; Espinosa-Leal, Leonardo; Pagès-Bernaus, Adela; Abio, Albert; Echeverria, Lluís; Bonada, Francesc |
Journal of Computing and Information Science in Engineering |
2024 |
| Experimental investigation and modelling of the nonlinear creep behaviour of additive-manufactured carbon fibre-reinforced polyethylene terephthalate (CF-PET). |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo; Linderbäck, Paula; Remes, Heikki |
Composites part c : open access |
2024 |
| Attention Deficit Hyperactivity Disorder: trends and themes of information seeking and needs |
Danielson, Jonas; Mohammadi, Nafiseh; Espinosa-Leal, Leonardo |
Informaatiotutkimus |
2024 |
| Overall Prompting Effectiveness for Optimising Human-Machine Interaction in Cyber-Physical Systems |
Wilbers, Simon; Espinosa-Leal, Leonardo; van de Sand, Ron; Reiff-Stephan, Jörg |
Journal of Integrated Design and Process Science: Transactions of the SDPS, Official Journal of the Society for Design and Process Science |
2024 |
| Can land-use and land-cover change explain reduced resilience in forests? |
Alibakhshi, Sara; Azadi, Hossein; Espinosa-Leal, Leonardo |
Frontiers in earth science |
2024 |
| The robot with the heart-shaped eyes – A preliminary insight into a study about child robot interaction in early childhood |
Tigerstedt, Christa; Edgren, Eva; Kuvaja-Adolfsson, Kristoffer; Biström, Dennis; Espinosa-Leal, Leonardo |
ICERI Proceedings |
2024 |
| Predicting review helpfulness in video games: A comparative analysis of machine learning models and NLP integration |
Olmedilla, Maria; Espinosa-Leal, Leonardo; Romero-Moreno, Jose Carlos; Li, Zhen |
IADIS International Journal on WWW/Internet |
2024 |
| Can Machine Learning aid in finding key factors to improve the Finnish healthcare system? |
Björk, Kaj-Mikael; Espinosa-Leal, Leonardo |
Hälso- och välfärdsbloggen |
2023 |
| On the Short-Term Creep and Recovery Behaviors of Injection Molded and Additive-Manufactured Tough Polylactic Acid Polymer |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo; Andersson, Mirja; Remes, Heikki |
Journal of materials engineering and performance |
2023 |
| Characterising the notch root radii and analyses of stress concentration factors near the dominant valleys of rough surface profiles |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo; Remes, Heikki; Vermunt, Marinus |
Rakenteiden mekaniikka |
2023 |
| Low-dose acetylsalicylic acid for cancer prevention considering risk factors: a retrospective cohort study |
Florensa, Dídac; Mateo, Jordi; Solsona, Francesc; Galván, Leonardo; Mesas, Miquel; Piñol, Ramon; Espinosa-Leal, Leonardo; Godoy, Pere |
Annals of Epidemiology |
2023 |
| Approaching simulation-based controller design: heat exchanger case study |
Waller, Matias; Leal, Leonardo Espinosa |
Linköping Electronic Conference Proceedings |
2023 |
| Acetylsalicylic Acid Effect in Colorectal Cancer Taking into Account the Role of Tobacco, Alcohol and Excess Weight |
Florensa, Didac; Mateo, Jordi; Solsona, Francesc; Galván, Leonardo; Mesas, Miquel; Piñol, Ramon; Espinosa-Leal, Leonardo; Godoy, Pere |
International Journal of Environmental Research and Public Health |
2023 |
| Optimising the mechanical properties of additive-manufactured recycled polylactic acid (rPLA) using single and multi-response analyses methods |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo; Linderbäck, Paula; Remes, Heikki |
International journal of advanced manufacturing technology |
2023 |
| Native interaction experience for computational maps with mobile devices |
Akusok, Anton; Espinosa Leal, Leonardo; Björk, Kaj-Mikael; Hu, Renjie |
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments |
2023 |
| Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines |
Atsemegiorgis, Tamirat; Espinosa-Leal, Leonardo; Lendasse, Amaury; Mattbäck, Stefan; Björk, Kaj-Mikael; Akusok, Anton |
Lecture notes in computer science |
2023 |
| On the Intensive Care Unit Admission During the COVID-19 Pandemic in the Region of Lleida, Spain: A Machine Learning Study |
Florensa, Didac; Mateo, Jordi; Solsona, Francesc; Godoy, Pere; Espinosa-Leal, Leonardo |
Proceedings of ELM 2021 |
2023 |
| Predicting the Loading Parameters of a Square Panel Upon Linear Deflection |
Espinosa-Leal, Leonardo; Gebrehiwot, Silas; Remes, Heikki |
Proceedings of ELM 2021 |
2023 |
| Unsupervised Handwritten Signature Verification with Extreme Learning Machines |
Akusok, Anton; Espinosa-Leal, Leonardo; Lendasse, Amaury; Björk, Kaj-Mikael |
Proceedings of ELM 2021 |
2023 |
| ELMShip: An Efficient Ship Classifier Using Extreme Learning Machines |
Espinosa-Leal, Leonardo; Majd, Amin |
Proceedings of ELM 2021 |
2023 |
| An Extreme Learning Machine Model for Venue Presence Detection |
Khan, Wiqar; Raza, Asif; Kuusniemi, Heidi; Elmusrati, Mohammed; Espinosa-Leal, Leonardo |
Proceedings of ELM 2021 |
2023 |
| Extreme Learning Machines for Offline Forged Signature Identification |
Li, Zhen; Espinosa-Leal, Leonardo; Lendasse, Amaury; Björk, Kaj-Mikael |
Proceedings of ELM 2021 |
2023 |
| Extreme Learning Machine-Based Operational State Recognition: A Feasibility Study with Mechanical Vibration Data |
Junttila, Jukka; Lämsä, Ville S.; Espinosa-Leal, Leonardo |
Proceedings of ELM 2021 |
2023 |
| Verification of Static Signatures using Dynamic Time Warping on Features from High Pressure Points |
Acosta-Velasquez, Ruben; Espinosa-Leal, Leonardo; Garcia-Perez, Alexander; Björk, Kaj-Mikael |
Proceedings of ELM 2021 |
2023 |
| Multitarget regression models for predicting compressive strength and chloride resistance of concrete |
Taffese, Woubishet Zewdu; Espinosa-Leal, Leonardo |
Journal of Building Engineering |
2023 |
| Stakeholders’ Experiences of and Expectations for Robot Accents in a Dental Care Simulation: A Finland-Swedish Case Study |
Hägglund, Susanne; Tigerstedt, Christa; Biström, Dennis; Wingren, Mattias; Andersson, Sören; Kuvaja Adolfsson, Kristoffer; Penttinen, Johan; Espinosa-Leal, Leonardo |
Frontiers in artificial intelligence and applications |
2023 |
| A temporal analysis of depression related tweets - a case study in Finland |
Tana, Jonas; Cai, Bao; Espinosa-Leal, Leonardo |
Linköping Electronic Conference Proceedings |
2022 |
| Natural Language Processing Methods for Scoring Sustainability Reports - A Study of Nordic Listed Companies |
Gutierrez-Bustamante, Marcelo; Espinosa-Leal, Leonardo |
Sustainability |
2022 |
| Indoor Scene Recognition via Object Detection and TF-IDF |
Heikel, Edvard; Espinosa-Leal, Leonardo |
Journal of Imaging |
2022 |
| Prediction of chloride resistance level of concrete using machine learning for durability and service life assessment of building structures |
Taffese, Woubishet Zewdu; Espinosa-Leal, Leonardo |
Journal of Building Engineering |
2022 |
| En glad maskin - Processrapport från MäRI-projektet, människa-robotinteraktion i vårdkontext |
Hägglund, Susanne; Tigerstedt, Christa; Biström, Dennis; Kuvaja Adolfsson, Kristoffer; Penttinen, Johan; Wingren, Mattias; Andersson, Sören; Backholm-Nyberg, Yvonne; Fant, Hannes; Espinosa Leal, Leonardo; Kankkonen, Markus; Edgren, Johannes |
|
2022 |
| Contemporary Management Practice Applying the Dynamic Absorptive Capacity Measurement Model (PM4AC) for Improved Business Sustainability |
Acosta-Velásquez, Rubén Dario; León-Pulido, Jeffrey; García-Pérez, Alexander; Fajardo-Moreno, William Stive; Espinosa-Leal, Leonardo |
Sustainability |
2022 |
| A machine learning method for predicting the chloride migration coefficient of concrete |
Taffese, Woubishet Zewdu; Espinosa-Leal, Leonardo |
Construction and Building Materials |
2022 |
| Sentiment analysis of depression related discussions in the Suomi24 discussion forum |
Tana, Jonas; Shcherbakov, Andrey; Espinosa-Leal, Leonardo |
Informaatiotutkimus |
2022 |
| TaFiDiAI: Taligenkänning för finlandssvenska dialekter genom artificiell intelligens - Automatic Speech Recognition of Finnish Swedish Dialects through Artificial Intelligence |
Espinosa-Leal, Leonardo; Forss, Thomas; Hägglund, Susanne; Kuvaja-Adolfsson, Kristoffer; Rautanen, Kimmo; Shcherbakov, Andrey; Tigerstedt, Christa |
|
2022 |
| Assessing Trustworthy AI in times of COVID-19. Deep Learning for predicting a multi-regional score conveying the degree of lung compromise in COVID-19 patients |
Allahabadi, Himanshi; Amann, Julia; Balot, Isabelle; Beretta, Andrea; Binkley, Charles; Bozenhard, Jonas; Bruneault, Frederick; Brusseau, James; Candemir, Sema; Cappellini, Luca Alessandro; Castagnet, Genevieve Fieux; Chakraborty, Subrata; Cherciu, Nicoleta; Cociancig, Christina; Coffee, Megan; Ek, Irene; Espinosa-Leal, Leonardo; Farina, Davide; Fieux-Castagnet, Genevieve; Frauenfelder, Thomas; Gallucci, Alessio; Giuliani, Guya; Golda, Adam; van Halem, Irmhild; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Krier, Sebastien A.; Kuhne, Ulrich; Lizzi, Francesca; Madai, Vince I.; Markus, Aniek F.; Masis, Serg; Mathez, Emilie Wiinblad; Mureddu, Francesco; Neri, Emanuele; Osika, Walter; Ozols, Matiss; Panigutti, Cecilia; Parent, Brendan; Pratesi, Francesca; Moreno-Sanchez, Pedro A.; Sartor, Giovanni; Savardi, Mattia; Signoroni, Alberto; Sormunen, Hanna; Spezzatti, Andy; Srivastava, Adarsh; Stephansen, Annette F.; Theng, Lau Bee; Tithi, Jesmin Jahan; Tuominen, Jarno; Umbrello, Steven; Vaccher, Filippo; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee; Zicari, Roberto V. |
IEEE transactions on technology and society |
2022 |
| Characterising the linear viscoelastic behaviour of an injection moulding grade polypropylene polymer |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo |
Mechanics of time-dependent materials |
2021 |
| Social and Service Robots Deployed for Social Distancing - Optimization and Placement |
Majd, Amin; Bistrom, Dennis; Tigerstedt, Christa; Espinosa-Leal, Leonardo |
|
2021 |
| Handwriting features based detection of fake signatures |
Akusok, Anton; Espinosa Leal, Leonardo; Björk, Kaj-Mikael; Lendasse, Amaury; Hu, Renjie |
|
2021 |
| Prediction of the Disappearance of Companies From the Market in Bogotá, Colombia Using Machine Learning |
Fajardo-Moreno, William Stive; Velásquez, Rubén Dario Acosta; Pérez, Ivan Dario Castaño; Espinosa-Leal, Leonardo |
Advances in Logistics, Operations, and Management Science |
2021 |
| Multi-armed bandits for bid shading in first-price real-time bidding auctions |
Tilli, Tuomo; Espinosa-Leal, Leonardo |
Journal of intelligent and fuzzy systems |
2021 |
| Machine learning in the prediction of net sales for Colombian companies in a post-pandemic scenario |
Acosta-Velásquez, Rubén Darío; Fajardo-Moreno, William Stive; Espinosa-Leal, Leonardo |
|
2021 |
| Correction to: The influence of stiffener geometry on flexural properties of 3D-printed polylactic acid (PLA) beams |
Gebrehiwot, Silas Z.; Espinosa-Leal, Leonardo; Eickhof, J. N.; Rechenberg, L. |
Progress in additive manufacturing |
2020 |
| Autonomous Industrial Management via Reinforcement Learning |
Espinosa-Leal, Leonardo; Chapman, Anthony; Westerlund, Magnus |
Journal of intelligent and fuzzy systems |
2020 |
| Reliable Fleet Analytics for Edge IoT Solutions |
Raj, Emmanuel; Westerlund, Magnus; Espinosa-Leal, Leonardo |
Cloud Computing - International Conference on Cloud Computing, GRIDs, and Virtualization |
2020 |
| Scikit-ELM: An Extreme Learning Machine Toolbox for Dynamic and Scalable Learning |
Akusok, Anton; Leal, Leonardo Espinosa; Björk, Kaj-Mikael; Lendasse, Amaury |
Proceedings in adaptation, learning and optimization |
2020 |
| High-Performance ELM for Memory Constrained Edge Computing Devices with Metal Performance Shaders |
Akusok, Anton; Leal, Leonardo Espinosa; Björk, Kaj-Mikael; Lendasse, Amaury |
Proceedings in adaptation, learning and optimization |
2020 |
| Validating Untrained Human Annotations Using Extreme Learning Machines |
Forss, Thomas; Espinosa-Leal, Leonardo; Akusok, Anton; Lendasse, Amaury; Björk, Kaj-Mikael |
Proceedings in adaptation, learning and optimization |
2020 |
| Website Classification from Webpage Renders |
Espinosa-Leal, Leonardo; Akusok, Anton; Lendasse, Amaury; Björk, Kaj-Mikael |
Proceedings in adaptation, learning and optimization |
2020 |
| Extreme Learning Machines for Signature Verification |
Espinosa-Leal, Leonardo; Akusok, Anton; Lendasse, Amaury; Björk, Kaj-Mikael |
Proceedings in adaptation, learning and optimization |
2020 |
| Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review |
Espinosa Leal, Leonardo; Westerlund, Magnus; Chapman, Anthony |
|
2019 |
| Spiking networks for improved cognitive abilities of edge computing devices |
Akusok, Anton; Björk, Kaj-Mikael; Leal, Leonardo Espinosa; Miche, Yoan; Hu, Renjie; Lendasse, Amaury |
|
2019 |
| Specialisation studies in big data analytics |
Westerlund, Magnus; Espinosa-Leal, Leonardo |
Toolilainen |
2018 |
| Reinforcement learning for extended reality: designing self-play scenarios |
Espinosa Leal, Leonardo A.; Chapman, Anthony; Westerlund, Magnus |
|
2018 |
| A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning |
Leal, Leonardo Espinosa; Björk, Kaj-Mikael; Lendasse, Amaury; Akusok, Anton |
|
2018 |