Selaus nimekkeen mukaan kokoelmassa Tieteelliset julkaisut
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A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean
(Elsevier, 11.10.2020)We present a new generalized version of the fuzzy k-nearest neighbor (FKNN) classifier that uses local mean vectors and utilizes the Bonferroni mean. We call the proposed new method Bonferroni-mean based fuzzy k-nearest ... -
A new method for extraction of methanol-soluble brown carbon: Implications for investigation of its light absorption ability
(Elsevier, 02.03.2020)As an important component of organic carbon (OC), brown carbon (BrC) plays a significant role in radiative forcing in the atmosphere. Water-insoluble OC (WIOC) generally has higher light absorption ability than water-soluble ... -
A novel haptic interface and universal control strategy for International Thermonuclear Experimental Reactor (ITER) welding/machining assembly robot
(Elsevier, 20.12.2018)This paper proposes a universal control strategy and novel haptic interface for the International Thermonuclear Experimental Reactor (ITER) welding/machining robot. The developed method implements a reliable position control ... -
A novel similarity classifier with multiple ideal vectors based on k-means clustering
(Elsevier, 24.04.2018)In the literature, researchers and practitioners can find a manifold of algorithms to perform a classification task. The similarity classifier is one of the more recently suggested classification algorithms. In this paper, ... -
A Novel Simple, Adaptive, and Versatile Soft-Robotic Compliant Two-Finger Gripper With an Inherently Gentle Touch
(The American Society of Mechanical Engineers ASME, 06.11.2020)In soft robotics there is still a great need for a universal but simple gripper that realizes a high level of adaptability as well as a gentle touch to a wide variety of unknown objects of different size, shape, stiffness ... -
A novel Sm doped Cr2O3 sesquioxide-decorated MWCNTs heterostructured Fenton-like with sonophotocatalytic activities under visible light irradiation
(Elsevier, 21.11.2021)Novel Sm doped Cr2O3 decorated MWCNTs nanocomposite photocatalyst was successfully prepared by a facile hydrothermal method for metoprolol (MET) degradation. A heterogeneous photo -Fenton like system was formed with the ... -
A Practical Hybrid Active Learning Approach for Human Pose Estimation
(Springer, Cham, 10.04.2021)Active learning (AL) has not received much attention in deep learning (DL) for human pose estimation. In this paper, a practical hybrid active learning strategy is proposed for training a human pose estimation model, and ... -
A practical hybrid machine learning method for predicting the flash point of complex ternary alcohol-based mixtures
(Taylor & Francis, 18.08.2023)The flash point (FP) modeling of ternary mixtures containing partially miscible regions, even by known models, is still challenging. This work proposes a practical and easy-to-use hybrid machine learning method, which ... -
A practical method to measure sustainability performance of supply chains with incomplete information
(Elsevier, 10.02.2022)Measuring and managing supply chain sustainability is essential for achieving sustainable development goals. Existing methods fail to assess all three sustainability aspects across supply chain partners when measuring ... -
A pricing model for Internet of Things-based fleet services to support equipment sales
(Taylor & Francis, 15.01.2019)Servitisation and rapid technological development have made data-based services a feasible way for many manufacturing companies to increase their cash flow and support their core products. In this article, an analytical ... -
A process combination of ion exchange and electrodialysis for the recovery and purification of hydroxy acids from secondary sources
(Elsevier, 30.01.2020)Ion exchange and electrodialysis processes for the production of hydroxy acids (HAs) from alkaline soda and kraft black liquors (BLs) were investigated. Ion exchange with a type-2 strong anion exchange resin in sulfate ... -
A Process Model of Product Strategy Development: A Case of a B2B SaaS Product
(Springer, Cham, 14.11.2022)A growing number of software companies nowadays offer their solutions using the SaaS model. The model promises multiple business-related benefits for these companies; however, existing software companies are forced to ... -
A psychological perspective on the sociotechnical enablers of knowledge worker digital creativity
(Taylor & Francis, 03.11.2022)While the work realm moves toward digital environments, the antecedents of knowledge worker digital creativity remain poorly understood. This study investigated the digital work environment as a sociotechnical environment ... -
A review of in situ real-time monitoring techniques for membrane fouling in the biotechnology, biorefinery and food sectors
(Elsevier, 02.07.2019)Pressure-driven membrane processes are often used for the separation and purification of organic compounds originating from biomass. However, membrane fouling remains a challenge as these bio-based streams have a very ... -
A Review of Unsupervised Machine Learning Frameworks for Anomaly Detection in Industrial Applications
Lecture Notes in Networks and Systems (Springer, Cham, 07.07.2022)Unsupervised learning, also known as unsupervised machine learning, analyzes and clusters unlabeled data utilizing machine learning techniques. Without human input, these algorithms discover patterns or groupings in the ... -
A Secure Data Dissemination Scheme for IoT-Based e-Health Systems using AI and Blockchain
(IEEE, 11.01.2023)In Internet of Things (IoT)-based e-Health Systems (IoTEHS), medical devices form a large network that continuously sense and share the healthcare data with the nearby edge devices or cloud servers. The health data is ... -
A survey analysis of the wood pellet industry in Finland: Future perspectives
(Elsevier Ltd, 2017)Finland has the greatest forest cover of European countries and thus considerable raw material potential for wood pellet market development. Wood pellet production and consumption volumes in the country have increased ... -
A sustainable framework for multi-microgrids energy management in automated distribution network by considering smart homes and high penetration of renewable energy resources
(Elsevier, 19.01.2022)This paper presents a new framework for the scheduling of microgrids and distribution feeder reconfiguration (DFR), taking into consideration the uncertainties due to the load demand, market price, and renewable power ... -
A Systematic Mapping Study of Empirical Research Methods in Software Ecosystems
Lecture Notes in Business Information Processing (Springer, Cham, 29.10.2022)The field of software ecosystems is rapidly maturing and significant numbers of articles are published each year to further develop our understanding of this concept and support innovation through it. The growth of the ... -
A Teaching Framework for the Methodically Versatile DSR Education of Master’s Students
(ISCAP, Information Systems and Computing Academic Professionals, North Carolina, USA, 15.09.2023)Design Science Research (DSR) has become a widespread paradigm in the Information Systems (IS) discipline to design and evaluate novel artifacts for relevant problems in a scientifically rigorous manner. With its potential ...