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• 2020

  A hierarchical Ca/TiO2/NH2-MIL-125 nanocomposite photocatalyst for solar visible light induced photodegradation of organic dye pollutants in water

  Ahmadpour, N., Sayadi, M. H. & Homaeigohar, S., 16 Aug 2020, In : RSC Advances. 10, 50, p. 29808-29820 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  27 Downloads (Pure)

• A hierarchy of local decision

  Feuilloley, L., Fraigniaud, P. & Hirvonen, J., 2020, In : Theoretical Computer Science. 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Certificate
  • Hierarchy
  • Minimum Spanning Tree
  • Interaction
  • Automorphism

• A Hierarchy of Local Decision

  Hirvonen, J., Fraigniaud, P. & Feuilloley, L., 2020, (Accepted/In press) In : Theoretical Computer Science.

  Research output: Contribution to journal › Article › Scientific › peer-review

• A highly active Ni/Ce_0.8Sm_0.2O_1.9 anode catalyst with a three-dimensionally ordered macroporous structure for solid oxide fuel cells

  Gan, T., Fan, X., Liu, Y., Wang, C., Mei, H., Fan, L., Hou, N., Zhao, Y. & Li, Y., 28 Apr 2020, In : Journal of Materials Chemistry A. 8, 16, p. 7792-7800 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Solid oxide fuel cells (SOFC)
  • Anodes
  • Catalysts
  • Ultraviolet spectroscopy
  • Electrochemical oxidation
  2 Citations (Scopus)

• A high-performance all-iron non-aqueous redox flow battery

  Zhen, Y., Zhang, C., Yuan, J., Zhao, Y. & Li, Y., 1 Jan 2020, In : Journal of Power Sources. 445, 8 p., 227331.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Flow batteries
  • electric batteries
  • Iron
  • iron
  • catholytes
  11 Citations (Scopus)

• A high-performance implementation of bayesian matrix factorization with limited communication

  Vander Aa, T., Qin, X., Blomstedt, P., Wuyts, R., Verachtert, W. & Kaski, S., 1 Jan 2020, Computational Science – ICCS 2020 - 20th International Conference, Proceedings. Krzhizhanovskaya, V. V., Závodszky, G., Lees, M. H., Sloot, P. M. A., Sloot, P. M. A., Sloot, P. M. A., Dongarra, J. J., Brissos, S. & Teixeira, J. (eds.). p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12142 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  • High Performance
  • Matrix Factorization
  • Factorization
  • Communication
  • Scalability

• A high performing perovskite cathode with in situ exsolved Co nanoparticles for H₂O and CO₂ solid oxide electrolysis cell

  Gan, J., Hou, N., Yao, T., Fan, L., Gan, T., Huang, Z., Zhao, Y. & Li, Y., 28 Jul 2020, In : Catalysis Today.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • perovskite
  • Regenerative fuel cells
  • Perovskite
  • Electrolysis
  • Nanoparticles

• A hybrid approach to QoS measurements in cellular networks

  Boz, E. & Manner, J., 8 May 2020, In : Computer Networks. 178, 107158.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Quality of service
  • Wireless networks
  • Network performance
  • Bandwidth
  • Monitoring
  1 Citation (Scopus)

• A hybrid approach to quality measurements in mobile networks

  Boz, E., 2020, Aalto University. 145 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Wireless networks
  • Network performance
  • Bandwidth
  • Packet loss
  • Smartphones

• A Hybrid Evolutionary-Based MPPT for Photovoltaic Systems Under Partial Shading Conditions

  Joisher, M., Singh, D., Taheri, S., Espinoza-Trejo, D. R., Pouresmaeil, E. & Taheri, H., 2020, In : IEEE Access. 8, p. 38481-38492 12 p., 9006783.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Particle swarm optimization (PSO)
  • Microcontrollers
  • MATLAB
  • Computer hardware
  • Costs
  3 Citations (Scopus)

  65 Downloads (Pure)

• A Hybrid Multi-Objective Chicken Swarm Optimization and Teaching Learning Based Algorithm for Charging Station Placement Problem

  Deb, S., Tammi, K., Gao, X. Z., Kalita, K. & Mahanta, P., 29 May 2020, In : IEEE Access. 8, p. 92573-92590 18 p., 9091834.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Teaching
  • Electric vehicles
  • Swarm intelligence
  • Voltage control
  • Evolutionary algorithms
  1 Citation (Scopus)

  30 Downloads (Pure)

• AI4AUI: Workshop on AI methods for adaptive user interfaces

  Todi, K., Vanderdonckt, J., Ma, X., Nichols, J. & Banovic, N., 17 Mar 2020, p. 17-18. 2 p.

  Research output: Contribution to conference › Paper › Scientific

  Open Access

  • Artificial intelligence
  • User interfaces
  • Machine learning
  • Automation

• AI4TV 2020: 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery

  Troncy, R., Laaksonen, J., Rezazadegan Tavakoli, H., Nixon, L., Mezaris, V. & Hosseini, M., 12 Oct 2020, Proceedings of the 28th ACM International Conference on Multimedia. ACM, p. 4756-4757

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  • Information analysis
  • Artificial intelligence
  • Semantics
  • Industry

• AI-driven data security and privacy

  Yan, Z., Susilo, W., Bertino, E., Zhang, J. & Yang, L. T., 15 Dec 2020, In : Journal of Network and Computer Applications. 172, 2 p., 102842.

  Research output: Contribution to journal › Editorial › Scientific

• AI-driven Zero Touch Network and Service Management in 5G and Beyond: Challenges and Research Directions

  Benzaid, C. & Taleb, T., 2020, In : IEEE NETWORK. 34, 2, p. 186 - 194 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Network management
  • Artificial intelligence
  • Automation
  • Operations research
  • Costs

• AI for beyond 5G Networks: A Cyber-Security Defense or Offense Enabler?

  Benzaïd, C. & Taleb, T., 1 Nov 2020, In : IEEE NETWORK. 34, 6, p. 140-147 8 p., 9186438.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Artificial intelligence

• Airborne pathogen projection during ophthalmic examination

  Bostanci Ceran, B., Karakoç, A. & Taciroğlu, E., 1 Oct 2020, In : Graefe's Archive for Clinical and Experimental Ophthalmology. 258, 10, p. 2275-2282 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Coronavirus
  • Eye
  • Mouth
  • Exhalation
  • Sneezing

• AIS data-driven approach to estimate navigable capacity of busy waterways focusing on ships entering and leaving port

  Liu, C., Liu, J., Zhou, X., Zhao, Z., Wan, C. & Liu, Z., 15 Dec 2020, In : Ocean Engineering. 218, 108215.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Identification (control systems)
  • Ships
  • K-means clustering
  • Ship conversion
  • Clustering algorithms
  1 Citation (Scopus)

• A Kinetic Monte Carlo Study of Retention Time in a POM Molecule-Based Flash Memory

  Badami, O., Sadi, T., Adamu-Lema, F., Lapham, P., Mu, D., Georgiev, V., Ding, J. & Asenov, A., 1 Jan 2020, In : IEEE TRANSACTIONS ON NANOTECHNOLOGY. 19, p. 704-710 7 p., 9172097.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Flash memory
  • Molecules
  • Data storage equipment
  • Oxides
  • Nanoelectronics

• A Knee-Point in the Rotation-Activity Scaling of Late-type Stars with a Connection to Dynamo Transitions

  Lehtinen, J. J., Käpylä, M. J., Olspert, N. & Spada, F., 1 Jun 2020, (Submitted) In : Astrophysical Journal.

  Research output: Contribution to journal › Article › Scientific › peer-review

  File

  • scaling
  • stars
  • transition
  • power law
  • rate
  2 Downloads (Pure)

• A Laboratory as the Infrastructure of Engagement : Epistemological Reflections

  Pawlicka-Deger, U., 27 Oct 2020, In : Open Library of Humanities. 6, 2, p. 1-37 37 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Epistemological
  • infrastructure
  • Critical Theory
  • Public Engagement
  • Bruno Latour

• A Laboratory as the Infrastructure of Engagement: Reframing Humanities Labs

  Pawlicka-Deger, U., 2020, (Submitted) In : Open Library of Humanities.

  Research output: Contribution to journal › Article › Scientific › peer-review

• A Learning-based Credible Participant Recruitment Strategy for Mobile Crowd Sensing

  Gao, H., Xiao, Y., Yan, H., Tian, Y., Wang, D. & Wang, W., Jun 2020, In : IEEE Internet of Things Journal. 7, 6, p. 5302-5314 13 p., 9016107.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Game theory
  • Computational efficiency
  • Internet of things
  • Profitability
  104 Downloads (Pure)

• Algorithms for Data-Efficient Training of Deep Neural Networks

  Verma, V., 2020, Aalto University. 222 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Deep neural networks
  • Medicine
  • Machine learning
  • Reinforcement learning
  • Deep learning

• Algoritmiset kartellit ja kolluusio – kilpailuoikeuden haasteet ja mahdollisuudet

  Kuoppamäki, P., 2020, In : Defensor Legis. 2020, 4, p. 609-619 11 p.

  Research output: Contribution to journal › Article › Scientific

• ALICE: An open-source tool for automatic measurement of phoneme, syllable, and word counts from child-centered daylong recordings

  Räsänen, O., Seshadri, S., Lavechin, M., Cristia, A. & Casillas, M., 1 Jan 2020, (Accepted/In press) In : Behavior Research Methods. 18 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Open Source
  • Linguistics
  • Phoneme
  • Language
  • Child

• Aligning Ecosystem Members: Balancing Hub Control and Ecosystem Members’ Autonomy

  Hänninen, M., Paavola, L. & Gawer, A., 2020, Academy of Management Proceedings. Academy of Management (AOM)

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Hub
  • Ecosystem
  • Autonomy
  • Alignment
  • Strategic Management

• A Literature Review of Inter-Organizational Sustainability Learning

  Dzhengiz, T., 1 Jun 2020, In : Sustainability (Switzerland). 12, 12, 4876.

  Research output: Contribution to journal › Review Article › Scientific › peer-review

  Open Access

  File

  • literature review
  • Sustainable development
  • learning
  • sustainability
  • Sustainable Development Goal
  6 Citations (Scopus)

  159 Downloads (Pure)

• A little goes a long way: Improving toxic language classification despite data scarcity

  Juuti, M., Gröndahl, T., Flanagan, A. & Asokan, N., 20 Nov 2020, Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics (ACL), p. 2991-3009 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Seed
  • Classifiers
  • Logistics
  39 Downloads (Pure)

• Alkali metals inside bi-layer graphene and MoS₂: Insights from first-principles calculations

  Chepkasov, I. V., Ghorbani-Asl, M., Popov, Z. I., Smet, J. H. & Krasheninnikov, A. V., Sep 2020, In : Nano Energy. 75, 8 p., 104927.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Alkali Metals
  • Alkali metals
  • Graphite
  • Graphene
  • Intercalation
  1 Citation (Scopus)

  56 Downloads (Pure)

• All-Aqueous Liquid Crystal Nanocellulose Emulsions with Permeable Interfacial Assembly

  Bai, L., Huan, S., Zhao, B., Zhu, Y., Esquena, J., Chen, F., Gao, G., Zussman, E., Chu, G. & Rojas, O. J., 27 Oct 2020, In : ACS Nano. 14, 10, p. 13380-13390 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Nanocellulose
  • Liquid Crystals
  • Liquid crystals
  • Emulsions
  • emulsions

• All-cellulose composite aerogels and cryogels

  Korhonen, O. & Budtova, T., Oct 2020, In : Composites Part A: Applied Science and Manufacturing. 137, 106027.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Cryogels
  • Aerogels
  • Cellulose
  • Composite materials
  • Sodium hydroxide
  2 Citations (Scopus)

• Allen’s Interval Algebra Makes the Difference

  Janhunen, T. & Sioutis, M., 1 Jan 2020, Declarative Programming and Knowledge Management - Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Revised Selected Papers. Hofstedt, P., Abreu, S., John, U., Kuchen, H. & Seipel, D. (eds.). p. 89-98 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12057 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Interval Algebra
  • Answer Set Programming
  • Algebra
  • Encoding
  • Calculus

• All-in-one microfluidic assembly of insulin-loaded pH-responsive nano-in-microparticles for oral insulin delivery

  Costa, C., Liu, Z., Martins, J. P., Correia, A., Figueiredo, P., Rahikkala, A., Li, W., Seitsonen, J., Ruokolainen, J., Hirvonen, S. P., Aguiar-Ricardo, A., Corvo, M. L. & Santos, H. A., 21 Jun 2020, In : Biomaterials Science. 8, 12, p. 3270-3277 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Insulin
  • Microfluidics
  • Liposomes
  • Chitosan
  • Monolayers
  3 Citations (Scopus)

  75 Downloads (Pure)

• All-Optical Emission Control and Lasing in Plasmonic Lattices

  Taskinen, J., Moilanen, A., Rekola, H., Kuntze, K., Priimagi, A., Törmä, P. & Hakala, T., 21 Oct 2020, In : ACS Photonics. 7, 10, p. 2850−2858 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Plasmonics
  • Emission control
  • light emission
  • lasing
  • Lasers

• All-optical modulation and detection using a gain medium in a pulse shaper

  Shevchenko, A., Nyman, M. & Kaivola, M., 23 Nov 2020, In : Optics Express . 28, 24, p. 35869-35883 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • shapers
  • light modulation
  • pulses
  • optical resonance
  • signal detection
  19 Downloads (Pure)

• Almost-orthogonality of restricted haar functions

  Weigt, J., 1 Jan 2020, In : Proceedings of the American Mathematical Society. 148, 2, p. 601-609 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Haar Functions
  • Orthogonality
  • Counterexample
  • Interval
  • Set theory
  38 Downloads (Pure)

• A Low-Resolution IR-Array as a Doorway Occupancy Counter in a Smart Building

  Maaspuro, M., 28 May 2020, In : International Journal of Online Engineering. 16, 6, p. 4-18 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Intelligent buildings
  • Image sensors
  • Underpasses
  • Wi-Fi
  • Temperature measurement
  83 Downloads (Pure)

• AlOx surface passivation of black silicon by spatial ALD: Stability under light soaking and damp heat exposure

  Heikkinen, I. T. S., Koutsourakis, G., Virtanen, S., Yli-Koski, M., Wood, S., Vähänissi, V., Salmi, E., Castro, F. A. & Savin, H., Mar 2020, In : JOURNAL OF VACUUM SCIENCE AND TECHNOLOGY A. 38, 2, 022401.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Aluminum Oxide
  • soaking
  • Silicon
  • Passivation
  • Aluminum oxide
  85 Downloads (Pure)

• Alta: auroral sounds recorded for the composition

  Laine, U. & Perkin, S., 14 Feb 2020

  Research output: Artistic and non-textual form › Composition › Art in coproduction › peer-review

• Alterations in Microstructure and Local Fiber Orientation of White Matter Are Associated with Outcome after Mild Traumatic Brain Injury

  Mohammadian, M., Roine, T., Hirvonen, J., Kurki, T., Posti, J. P., Katila, A. J., Takala, R. S. K., Tallus, J., Maanpaa, H-R., Frantzen, J., Hutchinson, P. J., Newcombe, V. F., Menon, D. K. & Tenovuo, O., 15 Dec 2020, In : JOURNAL OF NEUROTRAUMA. 37, 24, p. 2616-2623 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Al-terity: Non-Rigid Musical Instrument with Artificial Intelligence Applied to Real-Time Audio Synthesis

  Tahiroğlu, K., Kastemaa, M. & Koli, O., 25 Jul 2020, Proceedings of the International Conference on New Interfaces for Musical Expression. Birmingham: International Conference on New Interfaces for Musical Expression, p. 337-342 6 p. (Proceedings of the International Conference on New Interfaces for Musical Expression).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Musical instruments
  • Artificial intelligence
  • Deep learning
  • Digital instruments
  • Network architecture
  3 Downloads (Pure)

• Alternating and Rotational Loss Prediction Accuracy of Vector Jiles-Atherton Model

  Upadhaya, B., Rasilo, P., Perkkiö, L., Handgruber, P., Benabou, A., Belahcen, A. & Arkkio, A., 20 Dec 2020, (Accepted/In press) In : Journal of Magnetism and Magnetic Materials .

  Research output: Contribution to journal › Article › Scientific › peer-review

  • field strength
  • predictions
  • Silicon steel
  • Steel sheet
  • Hysteresis

• Altitude control for flexible wing unmanned aerial vehicle based on active disturbance rejection control and feedforward compensation

  Sun, H., Sun, Q., Wu, W., Chen, Z. & Tao, J., 10 Jan 2020, In : INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL. 30, 1, p. 222-245 24 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Altitude control
  • Flexible wings
  • Disturbance rejection
  • Unmanned aerial vehicles (UAV)
  • Compensation and Redress
  2 Citations (Scopus)

• Aluminum-Titanium Complex Deoxidation Equilibria in Fe-Cr-Al-Ti-O Melts

  Paek, M., Jang, J-M., Jo, J-O., Holappa, L. & Pak, J-J., 4 Nov 2020, In : Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science. 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Aluminum
  • Titanium
  • titanium
  • aluminum
  • Chromium steel
  1 Citation (Scopus)

• Alzheimer's disease-like perturbations in HIV-mediated neuronal dysfunctions: Understanding mechanisms and developing therapeutic strategies: HIV and AD relationship

  Jha, N. K., Sharma, A., Jha, S. K., Ojha, S., Chellappan, D. K., Gupta, G., Kesari, K. K., Bhardwaj, S., Shukla, S. D., Tambuwala, M. M., Ruokolainen, J., Dua, K. & Singh, S. K., Dec 2020, In : OPEN BIOLOGY. 10, 12, 22 p., rsob200286.

  Research output: Contribution to journal › Review Article › Scientific › peer-review

  Open Access

  File

  • Viruses
  • Alzheimer Disease
  • Virus Diseases
  • HIV
  • Neurocognitive Disorders

• A machine learning approach to modelling escalator demand response

  Uimonen, S., Tukia, T., Ekström, J., Siikonen, M-L. & Lehtonen, M., 1 Apr 2020, In : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 90, 12 p., 103521.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Escalators
  • Machine learning
  • Neural networks
  • Travel time
  • Costs
  1 Citation (Scopus)

• A machine learning based intrusion detection approach for industrial networks

  Qiao, H., Blech, J. O. & Chen, H., Feb 2020, Proceedings of the IEEE International Conference on Industrial Technology, ICIT 2020. IEEE, p. 265-270 6 p. 9067253. (IEEE international conference on industrial technology ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Intrusion detection
  • Industrial plants
  • Machine learning
  • Industry 4.0
  • Internet of things

• A machine learning-based method for simulation of ship speed profile in a complex ice field

  Milaković, A. S., Li, F., Marouf, M. & Ehlers, S., 20 Oct 2020, In : Ships and Offshore Structures. 15, 9, p. 974-980 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Ice
  • Ships
  • Machine learning
  • Simulators
  • Deceleration
  34 Downloads (Pure)

• A Machine Learning Security Framework for Iot Systems

  Bagaa, M., Taleb, T., Bernabe, J. B. & Skarmeta, A., 1 Jan 2020, In : IEEE Access. 8, p. 114066-114077 12 p., 9097876.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Internet of things
  • Machine learning
  • Intrusion detection
  • Data mining
  • Network function virtualization
  3 Citations (Scopus)

  98 Downloads (Pure)