| Author |
Title |
Major |
| 2024 |
| A. Hakula |
Diffuse Optical Tomography with an Inaccurate Forward Operator in the Linearized Inverse Problem / Epätarkka operaattori linearisoidussa käänteisongelmassa |
AM |
| K. Jyrkinen |
Vanishing Short Integer Solution: Reductions, Trapdoors, and Applications / Häviävä lyhyt kokonaislukuratkaisu: reduktiot, takaportit ja sovellukset |
AM |
| A. Kosklin |
Reservoir Computing in the Prediction of Nonlinear Systems / Varantolaskenta epälineaarisen dynamiikan systeemien ennustamisessa |
AM |
| J. Laaksonen |
L2 Convergence of the p- Finite Element Method for the 2D Poisson Problem with a Dirac Delta Load / Elementtimenetelmän p-version L2-suppeneminen pistekuormitetun 2D Poissonin ongelman tapauksessa |
AM |
| T. Laamanen |
On the Impact of Statin Treatment and Hypoxia on the Metabolism of In Vitro Grown Prostate Cancer Cells / Statiinialtistuksen ja hypoksian vaikutus in vitro kasvatettujen eturauhassyöpäsolujen metabolismiin |
AM |
| M. Laurikkala |
Performance analysis of complex-valued convolutional neural networks on 5G L1 / Kompleksiarvoisten konvoluutioneuroverkkojen suorituskykyanalyysi 5G:n fyysisellä kerroksella |
AM |
| M. Löyskä |
Cryptocurrency Limit Order Books: On predicting price movements using neural networks / Kryptovaluuttojen limiittitilauskirjat: hintojen ennustaminen neuroverkoilla |
AM |
| P. Närhi |
Robustness-based sensitivity analysis of a decision model Application to counterparty risk in energy markets / Päätösmallin robustisuuteen perustuva herkkyysanalyysi sovellettuna vastapuoliriskiin energiamarkkinoilla |
AM |
| J. Olkkonen |
Inverse Rendering Problem in Single-Pixel LiDAR / Käänteinen renderöintiongelma yhden pikselin LiDAR-kuvantamisessa |
AM |
| J. Tammela |
Object Detection, Tracking, and Enhancement for Video Analysis / Kohteiden havaitseminen, seuraaminen ja kuvanlaadun parantaminen videoanalytiikkaa varten |
AM |
| D. Vasilev |
Performance analysis of neural likelihood approximation methods for decision making models |
AM |
| M. Aho |
On the quality of mathematical writing produced by ChatGPT and Gemini / ChatGPT:n ja Geminin tuottaman matemaattisen tekstin laadusta |
MA |
| A. Biahdillah |
An Overview of the Quantum Fourier Transform and Its Application in Machine Learning |
MA |
| T. Himanka |
Physics-Informed Neural Networks in Probabilistic Spatio-Temporal Modelling / Fysiikkainformoidut neuroverkot todennäköisyyspohjaisessa spatiotemporaalisessa mallinnuksessa |
MA |
| O. Kekäläinen |
Generalization of Descartes' rule of signs to multivariate polynomials with real exponents / Descartesin merkillisen säännön yleistys usean muuttujan polynomeille, joiden eksponentit ovat reaalilukuja |
MA |
| H. Kettunen |
Neural Networks and Deep Learning Systems as Parametric Spans / Neuroverkkojen ja syväoppimisjärjestelmien kuvaus parametrisina vaaksoina |
MA |
| A. Kumar |
Optimising the Hybrid Energy System: A mathematical modelling approach considering uncertainties |
MA |
| E. Lindy |
Best nonnegative rank-2 matrix approximations / Parhaat epänegatiiviset toisen asteen matriisihajotelmat |
MA |
| T. Mäki |
Side-Channel Attacks in Digital Forensics / Sivukanavahyökkäykset digitaalisessa forensiikassa |
MA |
| S. Myllymäki |
Automated optimisation workflow for radiotherapy using dose mimicking from deep learning predicted dose / Syväoppimisella ennustetun annosjakauman jäljittely sädetysterapian annosoptimoinnissa |
MA |
| S. Niemelä |
Coding Theory for Federated Learning / Koodausteoria liittoumaoppimisessa |
MA |
| A. Pajala |
The Eremenko and Gabrielov proof for the Shapiro conjecture in the n=2 case / Eremenkon ja Gabrielovin todistus Shapiro-konjektuurin n=2 -tapaukselle |
MA |
| M. Rai |
Geometry of Numbers and Exterior Algebras --- Towards Bombieri--Vaaler's Version of Siegel's Lemma |
MA |
| O. Antikainen |
Incorporating a Geopolitical Risk Index in momentum investment strategies / Geopoliittisten riskien sisällyttäminen momentum-sijoitusstrategioihin |
OR |
| K. Haapalinna |
Machine Learning for Radio Frequency Fingerprint Recognition / Koneoppiminen radiosormenjälkitunnistuksessa |
OR |
| P. Heir |
On forecast calculation levels and observation granularities / Ennustelaskennan tasojen ja havaintojen granulaarisuudesta |
OR |
| J. Jalovaara |
Line planning with multiple modalities: Performance analysis of cost-oriented approaches / Monen modaliteettin linjastosuunnittelusta: Hintapohjaisten mallien tehokkuussanalyysi |
OR |
| L. Kaukonen |
On Teamwork Efficiency Estimation Based on Interaction Data / Työnteon tehokkuuden arviointi vuorovaikutusdatan avulla |
OR |
| A. Lyly |
Macroeconomic Calibration Methods in Loss Given Default Modelling / Makrotaloudelliset kalibrointimenetelmät tappio-osuuden mallintamisessa |
OR |
| M. Murhu |
Generating Complementary Instrument Tracks with a Transformer Model / Täydentävien instrumenttiraitojen generointi transformer-mallilla |
OR |
| T. Myllymäki |
Gaussian process surrogate models in elevator planning / Surrogaattimallit gaussisilla prosesseilla hissisuunnittelussa |
OR |
| M. Närhi |
Censored Regression Models with Autoregressive Errors for Improved Time Series Estimation and Forecasting / Sensuroidut regressiomallit autoregressiivisillä virheillä parannettuun aikasarjojen estimointiin ja ennustamiseen |
OR |
| K. Nguyen |
On sales lead optimization of personal insurance products with multi-armed bandit algorithms / Henkilövakuutusten myynnin optimoinnista monikätisen rosvon algoritmeilla |
OR |
| O. Oinonen |
Unsupervised semantic segmentation of multispectral point clouds / Multispektripistepilvien valvomaton semanttinen segmentointi |
OR |
| T. Panagoda Arachchige |
On Temperature Changes in Finland |
OR |
| L. Rönty |
Graph Neural Network Heuristic for Timetable Planning in Public Transport / Graafineuroverkkoheuristiikka joukkoliikenteen aikataulutukseen |
OR |
| M. Taarna |
Optimization of learning paths for individualized phishing training / Oppimispolkujen optimointi yksilöllistetyssä kalasteluviestien tunnistamiskoulutuksessa |
OR |
| V. Uusihärkälä |
Optimization Approaches for Line Planning in Linear Railway Systems / Optimointimenetelmiä lineaarisen rautatieverkon linjasuunnitteluun |
OR |
| J. Vehmas |
Probabilistic Seismic Hazard Analysis for Nuclear Power Plant Sites in Finland / Todennäköisyysperusteinen seisminen hasardianalyysi Suomen ydinvoimaloiden laitospaikoille |
OR |
| 2023 |
| V. Elfving |
Scenario Selection in Probabilistic Cross-Impact Analysis / Skenaariosuodatus todennäköisyyspohjaisessa ristivaikutusanalyysissä |
AM |
| A. Hossain |
Torus-based Fully Homomorphic Encryption in Federated Learning |
AM |
| A. Jääskeläinen |
Edge-promoting Bayesian experimental design for electrical impedance tomography / Reunoja korostava Bayesilainen kokeiden suunnittelu sähköiselle impedanssitomografialle |
AM |
| N. Kushnerchuk |
Problems around the Stanley-Wilf Limits of Permutation |
AM |
| P. Luotonen |
Calibration of European Option Pricing Models Using Neural Networks / Eurooppalaisten optiohinnoittelumallien kalibrointi neuroverkkojen avulla |
AM |
| J. Maaninen |
Bayesian Experimental Design for Magnetorelaxometry Imaging / Bayesiläinen kokeiden suunnittelu magnetorelaksometriakuvaukseen |
AM |
| H. Myllykoski |
Sparse Bayesian Learning for Interpolation of Radar Volumes / Tutkamittausten interpoloiminen bayesilaisittain harventavalla oppimisella |
AM |
| J. Savela |
Feasibility of a Reinforcement Learning Based Market Maker without Using Limit Order Book Data / Vahvistusoppimiseen perustuvan markkinatakaajan käyttökelpoisuus käyttämättä rajahintatoimeksiantokirjan tietoja |
AM |
| N. Torpo |
Analysis on the impact of non-participating cargo vessels in a multi-lateral arrival schedule optimization model for decarbonization / Analyysi osittain osallistuvan rahtilaivaston vaikutuksista saapumisaikataulujen optimointimalliin hiilidioksidipäästöjen vähentämiseksi |
AM |
| S. Vestola |
Enhancement of data veracity for preamble signature ID classification in PRACH / PRACH-signaalin tunnistamisen tehostaminen |
AM |
| T. Elenius |
Regularity for nonhomogeneous variational problems on metric measure spaces / Regelbundenhet för ohomogena problem inom variatonskalkylen i metriska måttrum |
MA |
| S. Lee |
Comparison of Monte Carlo and diffusion approximation simulations in optical tomography |
MA |
| S. Paukkonen |
Quantum scarring of the Bunimovich billiard stadium / Bunimovichin biljardistadionin kvanttiarpeutuminen |
MA |
| T. Tuukkanen |
Fermionic Fock Spaces in Conformal Field Theory / Fermioniset Fockin avaruudet konformikenttäteoriassa |
MA |
| E. Verkama |
Repairing the Universality Theorem for 4-Polytopes / Reparation av Universalitetsatsen för 4-Polytoper |
MA |
| M. Vieira Lino Da Costa |
BV capacity and Hausdorff content |
MA |
| S. Virtanen |
Applying Category Theory to the Study of Biregular LCL-Problems and Round Elimination / Katgoriateorian soveltaminen kaksisäännöllisten LCL-ongelmien ja kierroseliminaation tutkimiseen |
MA |
| J. Visti |
Constraint programming techniques for analyzing component satisfaction rules in a product configurator / Rajoiteohjelmointimenetelmien käyttö tuotekonfiguraatiomallien analysoinnissa |
MA |
| O. Airiola |
Suomalaisten päivälehtien omistuksen keskittyminen / Concentration of Daily Newspaper Ownership in Finland |
OR |
| J. Aunula |
Models for Solving Multi-Agent Decision Problems / Malleja useita päätöksentekijöitä sisältävien ongelmien ratkaisemiseksi |
OR |
| T. Eklund |
Impact of air passengers on COVID-19 transmission / Flygpassagerares inverkan på spridningen av COVID-19 |
OR |
| E. Haavisto |
Model optimization for diffuse reflection spectroscopy / Mallin optimointi diffuusiheijastusspektroskopiaa varten |
OR |
| R. Hakkarainen |
Drift detection methods for data streams / Poikkeamien tunnistaminen aikasarjadatasta |
OR |
| H. Hankimaa |
Optimising energy and reserve offers in the Nordic markets under uncertainty |
OR |
| T. Holt |
Modeling supply contracts in production planning with disjunctive programming |
OR |
| T. Huuhka |
Regime-Based Black-Litterman Model for the Strategic Asset Allocation of Institutional Investors / Regime-Baserad Black-Litterman Modell för Institutionella Investerares Strategiska Tillgångsallokering |
OR |
| R. Ilvonen |
On the Effects of the 2022 Crisis on the Returns of Growth and Value Companies in the Finnish Stock Market. / Vuoden 2022 kriisin vaikutuksista Suomen osakemarkkinoilla listattujen kasvu-ja arvoyhtiöiden tuottoon |
OR |
| H. Kontio |
On prediction of apartment building renovations with tree-based models / Asuinkerrostalojen remonttien ennustamisesta puupohjaisilla malleilla |
OR |
| A. Korkealaakso |
Predicting liquid-liquid phase separation of proteins using graph neural network / Proteiinien neste-neste-faasiseparaation ennustaminen käyttämällä graafineuroverkkoja |
OR |
| V. Kujala |
On parameter estimation for generalized nonlinear forecasting models / Epälineaaristen ennustemallien parametrien sovittamisesta |
OR |
| J. Laine |
Moving decision horizon multi-criteria approach to planning of air combat tactics, techniques and procedures / Liikkuvan päätöshorisontin monikriteerilähestymistapa ilmataistelun taktiikoiden, tekniikoiden ja menetelmien suunnitteluun |
OR |
| S. Laine |
On the effect of product representations and contextual information on clustering of shopping baskets / Tuote-esitysten ja kontekstitiedon vaikutuksesta ostoskorien klusterointiin |
OR |
| S. Lane |
Chemometric calibration for Raman spectral analysis - Machine learning and hard modeling in CHO cell culture applications |
OR |
| O. Lundqvist |
A Robust Optimization Approach against Adversarial Attacks on Medical Images / Användning av robust optimering i försvar mot fientliga attacker för medicinska bilder |
OR |
| J. Mäkinen |
Estimating the Effectiveness of Depression Care Pathways: A Process Mining and Survival Analysis Approach / Masennuksen hoitopolkujen vaikuttavuuden arviointi: Prosessilouhinnan ja elinaika-analyysin lähestymistapa |
OR |
| J. Mäkinen |
Cost-Effectiveness of Screening for Celiac Disease in Children / Lapsuusiän keliakian seulonnan kustannustehokkuus |
OR |
| J. Rasa |
Margin of Conservatism in Credit Risk Models / Luottoriskimallien varovaisuusmarginaalit |
OR |
| W. Rehn |
Simulation and optimization of a hybrid cruise ship’s power plant using nonlinear programming / Simulering och optimering av ett kryssningsskepps hybridkraftverk med hjälp av icke-linjär programmering |
OR |
| J. Riekkinen |
A neural network surrogate modeling routine for simulation-based analysis of ship energy systems / Neuroverkkovastepintamalli laivojen energiajärjestelmien simulointipohjaiseen analysointiin |
OR |
| L. Sääskilahti |
Modelling of Uncertainties in Wind Power Forecasts / Tuulivoiman tuotantoennusteiden epävarmuuden mallintaminen |
OR |
| S. Saastamoinen |
A Deep Learning Model for Filtering Unusable Visual Data / Syväoppimismalli käyttökelvottoman kuvadatan suodattamiseksi |
OR |
| A. Sher Agha |
Exploring the Intersection of Algorithmic Development, Machine Learning, and Mathematics for Consumer Financial Decision Analysis / Algoritmisen kehityksen, koneoppimisen ja matematiikan risteyskohdan tutkiminen kuluttajien talouspäätösten analysoinnissa |
OR |
| M. Staudinger |
On Forecasting the Demand of Mobile Phones in Retail / Matkapuhelinten kysynnän ennustamista vähittäiskaupassa |
OR |
| L. Turtiainen |
Modeling Non-Maturity Deposit Balances for Stress Testing / Eräpäivättömien talletuksien mallintaminen stressitestaustarkoituksiin |
OR |
| 2022 |
| O. Huopio |
A sensor fusion algorithm for ground vehicle positioning |
AM |
| H. Kanerva |
Detection of spruces damaged by the European spruce bark beetle from unmanned aerial vehicle imagery using deep learning |
AM |
| T. Terho |
Optimization of information structures in influence diagrams |
AM |
| E. Bergman |
Connectivity of passive random intersection graphs and their intersection with Erdos-Renyi graphs |
AM |
| V. Kohonen |
Local Poisson's Equation Approximation With a Probabilistic Algorithm |
AM |
| O. Pasnanen |
On Bayesian methods for program authorship attribution |
AM |
| N. Sairo |
On Predicting Paper Quality |
AM |
| T. Kivioja |
Estimating the covariance of point set registration based on the distribution-to-distribution normal distributions transform |
AM |
| U. Ollila |
Accelerating Convolutional Neural Network Inference on Digital Signal Processor |
AM |
| K. Hippi |
The representation theory of the double projector algebra |
MA |
| L. Särkiö |
Higher integrability of the parabolic p-Laplace equation |
MA |
| O. Makkonen |
New Schemes for Secure Distributed Matrix Multiplication: Cooperative and Analog SDMM |
MA |
| P. Saarela |
On Coding Theory and Private Information Retrieval: A New Robust Scheme for Reed-Muller Codes |
MA |
| L. Antell |
Forestry management using SDDP |
OR |
| T. Anttila |
Classification of Sleep Stages Based on Electrocardiography Using a Hybrid Deep Learning Approach |
OR |
| N. Hantila |
Optimizing the production of the sub-assemblies in a high-mix-low-volume environment |
OR |
| A. Pasanen |
Discrete-event simulation of an automated guided vehicle system in a Finnish hospital |
OR |
| M. Peltoketo |
Mobile Phone Surface Defect Detection Using Computer Vision and Machine Learning |
OR |
| I. Vauhkonen |
Value-at-Risk Analysis of EU Emission Allowance Options |
OR |
| E. af Björkesten |
Price verification of interest rate options under market uncertainty |
OR |
| L. Olander |
Decision Programming Formulations for Optimal Asset Portfolio Management Under Uncertainty |
OR |
| L. Jokinen |
Elevator packing with various objects using cyclic placement method and quadratic line search |
OR |
| P. Lahti |
Compensation of adverse effects of wind farms on air surveillance capability using spatial decision analysis |
OR |
| K. Holopainen |
On predicting performance in heart failure patients |
OR |
| E. Vuola |
Bi-objective model for scenario optimization of a manufacturing network |
OR |
| M. Vilander |
An Optimization Method for Wagon Allocation in Long-Distance Trains |
OR |
| J. Lahti |
Model-based learning interventions to enhance decision-making of master fighter controllers |
OR |
| V. Tuominen |
Improving Individual Tree Detection Using Drone Remote Sensing for Ecosystem Modeling Purposes |
OR |
| A. Kallio |
Flexible operating room scheduling under uncertain patient arrivals and surgery durations |
OR |
| J. Heimonen |
On COVID-19 pandemic, excess death and GDP |
OR |
| P. Muhojoki |
Domain independent feasibility repairs in a sales configurator framework |
OR |
| E. Axelsson |
Determining measurement uncertainty in the validation tests of a rail |
OR |
| J. Simms |
Developing an Agent-Based Model for Peatland Subsidies in Lapland |
OR |
| I. Metsä-Eerola |
On Forecasting Heating Energy Consumption of HVAC Systems with Recurrent Neural Networks |
OR |
| S. Oksanen |
Predicting residential property prices with decision tree models |
OR |
| R. Sihvonen |
Characterizing the winning bid features in multidimensional bidding |
OR |
| E. Nyman |
A sensitivity analysis approach to improve workforce optimization results by simulating employee training |
OR |
| M. Honkasaari |
On Optimization of the Logistics Related to Recycling of Nutrients in Wastewater Sludges |
OR |
| K. Alaluusua |
Consistent Bayesian community detection |
OR |
| T. Summanen |
Heuristics for days-off scheduling of heterogeneous workforce |
OR |
| 2021 |
| T. Piipponen |
Compressive Sensing Applied to Raw Channel Estimation |
AM |
| O. Pohjavirta |
Optimization of Projection Geometries in X-ray Tomography |
AM |
| T. Hyytiäinen |
4D dose calculation in pencil beam scanning proton therapy |
AM |
| E. Rantanen |
Study of the Statistical Properties of SRS and DMRS for Machine Learning in 5G |
AM |
| M. Runolinna |
Confidence interval estimation of extreme quantiles in semiconductor processes |
AM |
| L. Nyman |
Solving Systems of 3 Equations in 3 Variables via Resultants |
AM |
| L. Lindgren |
On Moment-Based Estimation of Extreme Probability Contours Under Ellipticity |
AM |
| T. Leidén |
Predictive Multi-target Learning for Industrial Plant Engineering |
AM |
| P. Hakulinen |
On the Backward Monte Carlo Method with Implications to Fast Ion Simulation in Magnetized Plasma |
AM |
| L.-M. Tuomala |
Secure Coded Multi-Party Matrix Multiplication |
AM |
| R. Latypov |
Coloring Sparse Graphs with 3 Colors in the Massively Parallel Computation (MPC) Model Using Strongly Sublinear Memory |
AM |
| P. Huhtala |
Loop O(n) models: a numerical transfer matrix study of long range order and s-holomorphicity |
MA |
| M. Tiainen |
Computational entropy from distributional hardness |
MA |
| A. Vavilov |
Planar Quasiconformal Mappings: Fundamental Properties and Characterizations |
MA |
| J. Pere |
On estimation of extreme probability contours under multivariate elliptical Fréchet distributions |
MA |
| O. Abuzaid |
Self avoiding random walks on the hexagonal lattice |
MA |
| N. Miller |
Algebraic number theory: On generic well-rounded lattices |
MA |
| N. Freitas Paajanen |
Characterization of Sobolev Spaces Based on Integral Averages |
MA |
| O. Kivinen |
Decision Support Model for Fleet Maintenance based on Vehicle Quality Incentives for Bus Operators in Public Transportation |
OR |
| T. Suominen |
Optimizing defensive naval minefields through network interdiction modeling |
OR |
| T. Hautamäki |
Multiobjective Optimization Model for Elevator Call Allocation |
OR |
| V. Kangas |
A Model for Daily Shift Scheduling of Multi-skilled Workers |
OR |
| H. Hännikäinen |
Modelling the Joint Distribution of Risk Factors in Financial Markets |
OR |
| E. Nyman |
A credit scoring model for peer-to-peer consumer lending |
OR |
| A. Avela |
On Handling Imbalanced Data in Text Classification |
OR |
| P. Määttä |
Comparison of solution methods for the dynamic pickup and delivery problem with time windows |
OR |
| J. Vikelä |
Active management, investment style and mutual fund performance - Evidence from the Nordic market |
OR |
| M. Parmi |
An optimization model for finding shortest paths in a road network |
OR |
| C. Jenytin |
Should a machine be trusted? A study on the effect of explainable artificial intelligence on trust in automated machine learning |
OR |
| T. Aaltonen |
Feasibility of using choice models with loyalty card data in quantifying product substitution |
OR |
| B. Jiang |
Modelling Uncertainties in the Multistage Selection of Energy Projects |
OR |
| A. Viitala |
Scale Model Autonomous Driving Benchmark for Deep Reinforcement Learning Algorithms |
OR |
| A. Mäkelä |
Deep reinforcement learning as a tool for search engine campaign budget optimization |
OR |
| E. Kiuru |
On hierarchical retail forecasting: Assessing forecast aggregation and disaggregation methods |
OR |
| T. Vainio |
On Hierarchical Campaign Forecasting |
OR |
| K. Metsäkoivu |
A Capacity allocation method for appointment scheduling in public healthcare |
OR |
| T. Stewen |
Data-Driven Dynamic Pricing of Airline Upgrades |
OR |
| I. Sallinen |
Customer loyalty in the sales of engine spare parts |
OR |
| L. Heikkilä |
|
OR |
| O. Saikkonen |
Risk assessment of dynamic interdependencies based of sectoral survey data |
OR |
| 2020 |
| J. Hellén |
On Optimal Market-Making in Price-Time Priority Queues |
AM |
| Q. Wang |
A model for a 3D printer |
AM |
| J. Envall |
Open-loop beamforming in frequency division duplex networks |
AM |
| A. Hanski |
Predicting Readmission or Death After Intensive Care Unit Discharge |
AM |
| J. Härkönen |
Quantum Monte Carlo simulation of positron annihilation radiation in solids |
MA |
| E. Jäämeri |
Code-based Cryptography |
MA |
| K. Myyryläinen |
John-Nirenberg spaces and medians |
MA |
J. Norrbäck
|
Demand Driven Material Requirements Planning for Electronic Components |
OR |
T. Sarvi
|
Predicting product sales in retail store chain |
OR |
| V.-M. Isoviita |
Computational methods in analysing on-call duty doctors’ working hour data |
OR |
| J. Leppinen |
A Dynamic Optimization Model for Maintenance Scheduling of a Multi-Component System |
OR |
| M. Wilkman |
Feasibility of a Reinforcement Learning Based Stock Trader |
OR |
| M. Paloniemi |
Introduction to Generative Adversarial Networks |
OR |
| O. Herrala |
An efficient strategy for solving stochastic programming problems under endogenous and exogenous uncertainties |
OR |
| I. Mäkinen |
Flow shop scheduling of multi phase plywood production with parallel machines |
OR |
| K. Reinikainen |
Strategic Asset Allocation Using Robust Covariance Estimation and Portfolio Optimization Methods |
OR |
| J. Lind |
Attribute based promotion forecasting |
OR |
| 2019 |
| H. Dahlberg |
Huber Loss Reconstruction in Gradient-Domain Path Tracing |
AM |
| A. Suominen |
Spin Correlation Functions of the Planar Ising Model Using Discrete Complex Analysis and Orthogonal Polynomials |
AM |
| L. Norilo |
Predictive modeling of ships’ power consumption with Bayesian hierarchical methods |
AM |
| J. Kivi |
Algorithmic road state modelling |
AM |
| T. Leinonen |
Numeric approximation of Riemann mappings with the Zipper algorithm |
AM |
| N. Vesselinova |
Large-scale Statistical Inference in Internet of Things Scenarios |
AM |
| P. Kemppinen |
Importance sampling in real-time many-lights rendering |
AM |
| J. Maanpää |
End-to-End Deep Learning for Autonomous Steering of Self-Driving Cars |
AM |
| K Väisänen |
Functionals of linear growth on metric measure spaces |
MA |
| T. Takala |
Time mollifications in a space-time cylinder |
MA |
| O. Kuznetsova |
Private Information Retrieval: Combinatorics of the Star-Product Scheme |
MA |
| A. Pöllänen |
Optimizing Dense Wi-Fi Deployments Using Markov Chain Models and Simulated Annealing |
MA |
| T. Hyytiäinen |
Changepoint detection in network activity measurement data |
MA |
| V. Romanov |
The Bishop-Gromov inequality in Riemannian manifolds with a lower bound on the Ricci curvature |
MA |
| M. Rissanen |
Lebesgue space norm estimates for the spherical maximal function |
MA |
| P. Karanko |
Security Model and Analysis of Access Delegation |
MA |
| N. Gunell |
Optimal Route of Military Aircraft in Multi-Stage Surveillance, Reconnaissance and Target Acquisition Missions |
OR |
| K. Siukola |
Jaksoittainen bootstrap |
OR |
| N. Laakkonen |
Optimization Problems in Outpatient Clinic Production Planning and Control |
OR |
| E. Warras |
Optimizing Shelf Space Allocation in Grocery Retail |
OR |
| T. Kantala |
Assessment of cyber risk for energy utilities |
OR |
| V. Lauksio |
Analysing regional response time of imaging satellite systems through simulation |
OR |
| J. Strandberg |
Semi-automated scenario analysis of optimisation models |
OR |
| M. Douhaniaris |
Fully convolutional networks for segmentation of wearable sensor data |
OR |
| J. Laihanen |
Distribution-based Subpopulation Framework and on Its Applications in the Aviation Industry |
OR |
| O. Niskanen |
An approach for automated rigging to facilitate 3D modeling in mobile augmented reality |
OR |
| J. Mutikainen |
Optimization Model for Multicriteria Workforce Planning of Flexible Train Driver Resource |
OR |
J. Eskola
|
Developing an optimization model for VR’s long-term locomotive allocation planning |
OR |
S. Melander
|
Survival regression model for rolling stock failure prediction |
OR |
S. Turunen
|
Feasibility of Nonlinear Multifactor Classifiers for Predicting Share Returns |
OR |
L. Lehikoinen
|
Raidekaluston jarrupalojen vaihtostrategian optimointi simuloinnin avulla |
OR |
I. Särkiö
|
Topic modelling of Finnish Internet discussion forums as a tool for trend identification and marketing applications |
OR |
| A. Lähevirta |
On optimization of empty raw wood wagon ciruclations of rail transport in Finland |
OR |
| J. Salmelin |
Estimating energy consumption of electric heating appliances in households |
OR |
| 2018 |
| S. Helander |
On depth based classification of functional data |
AM |
| E. Kruglov |
Pointwise Convergence of Jacobi Polynomials |
AM |
| E. Kurki |
Homogenisation of the Stokes equations in a perforated domain by the energy decomposition method |
AM |
| T. Kuutela |
Beamforming in frequency division duplex cellular networks |
AM |
| S. Moradi |
Finite Element Analysis of Elastic Contact Problems |
AM |
| J. Puska |
Optimizing heating patterns in thermal tomography |
AM |
| J. Rendon |
An algebraic and combinatorial perspective on rank-one tensor completion |
AM |
| J. Timonen |
An efficient strategy to infer biochemical networks by means of statistical calibration of mechanistic models |
AM |
| K. Ailus |
Regression modelling of train energy consumption |
MA |
| L. Helanti |
Schauder-estimaatti |
MA |
| L. Tuhkanen |
Differentiaaliyhtälöiden visualisointi verkko-opetuksessa |
MA |
| N. Väisänen |
Beamforming Techniques for Optimizing Channel Capacity in Wireless Communications |
MA |
| M. Asikainen |
Viitekehys sosiaali- ja terveysalan ennakointimallien arviointiin |
OR |
| V. Linkiö |
A Multi-Objective Linear Programming Model for Ranking Competing Refineries |
OR |
| M. Mattila |
A cyclic exchange neighborhood search algorithm and transformations for the Generalized Vehicle Routing Problem |
OR |
| L. Pelkola |
Decision support system for hydropower planning under inflow uncertainty |
OR |
| E. Rantala |
Analyzing defense capability of a fleet of military aircraft through simulation |
OR |
| S. Saijets |
Modelling of preferences in multimodal routing algorithms |
OR |
| T. Seeve |
A structured method for identifying and visualizing scenarios |
OR |
| N. Shafik |
On clustering non-smooth functional observations |
OR |
| J. Sipilä |
On Generating Prime Numbers Efficiently |
OR |
| J. Vauhkonen |
Cross-Price Elasticities in Fashion Retail Pricing |
OR |
| T. Väänänen |
An activity-based model of travel demand using an open-source simulation framework |
OR |
| 2017 |
| M. Härkönen |
Holonomic least angle regression |
MA |
| J. Ketola |
Approaches to Composable Effects in Haskell |
MA |
| T. Laine |
Transfer matrix for the hexagonal self-avoiding walk |
MA |
| K. Moring |
Ratkaisun olemassaolo epälineaarisille parabolisille ongelmille variaatiolaskennan suoria menetelmiä käyttäen |
MA |
| J. Hast |
Optimal work shift scheduling: a heuristic approach |
OR |
| R. Hyytiäinen |
Evaluating Trajectories of Air-to-Ground Weapons using a Probability Map for Surface-to-Air Threats |
OR |
| J. Jämsä |
On Passion and Leadership: A Discourse Analytic Approach |
OR |
| M. Landström |
Capabilities, structural change and climate policy |
OR |
| J. Lanne |
Pricing regulatory capital in over-the-counter derivatives |
OR |
| L. Nyman |
A Genetic Algorithm for Generating Optimal Stock Investment Strategies |
OR |
| J. Piipponen |
Kulkutapaosuuksien vuosittaisesta arvioinnista HSL-alueella |
OR |
| V. Pohjalainen |
Predicting service contract churn with decision tree models |
OR |
| A. Porokka |
Train driver rostering in Finland considering driver satisfaction |
OR |
| V. Riekkinen |
Vaihtoehtojen vertailu YVA-menettelyssä: Monikriteerimenetelmien arviointi |
OR |
| M. Sallila |
An Evaluation Model for a Ride-Sharing Problem |
OR |
| K. Selonen |
An Adaptive Recommender System for News Delivery |
OR |
| T. Väänänen |
An activity-based model of travel demand using an open-source simulation framework |
OR |
| 2016 |
| A. Mallasto |
Lie Groups and Applications to Shape Analysis |
MA |
| M. Voutilainen |
Triangulations of the topological closed disk and circle packings |
MA |
| P. Alli |
OECD-maiden työttömyyden klusterirakenteista |
OR |
| T. Anttonen |
Procurement Contracts under Uncertain Demand |
OR |
| J. Happonen |
Theory Behind Regulatory Capital Formulae |
OR |
| J. Hirvonen, |
Stochastic approach to mid- and long-term forecasting of ERCOT real-time electricity price |
OR |
| V. Husgafvel |
Polyhedral Analysis of Up-peak Traffic Patterns in Elevator Dispatching Problem |
OR |
| J. Ilomäki |
Recognizing Transportation Modes by Multivariate Clustering of Accelerometer Data |
OR |
| J. Kaivosoja |
Imuohjautuva tuotantosysteemi epävarman kysynnän vallitessa |
OR |
| J. Kanerva |
Sellun markkinahinnan ennustemalli |
OR |
| L. Kauppinen |
Developing mid-term sales planning in an engineer-to-order business |
OR |
| T. Kinnunen |
Cost-efficient vacation planning with variable workforce demand and manpower |
OR |
| S. Klemettilä |
Henkilöstön strateginen mitoitus kokonaislukuoptimoinnilla |
OR |
| J. Kunnas |
Importance Sampling for Simulating Risk Contributions of Corporate Loan Portfolios |
OR |
| M. Kärki |
Computing pure-strategy punishments in repeated games |
OR |
| E. Lehtonen |
A Large-Scale Optimization Model for Tactical Wood Procurement Planning |
OR |
| A. Levo |
Predicting Pilot Fatigue in Commercial Air Transportation |
OR |
| N. Lietzén |
New Approach to Complex Valued ICA: From FOBI to AMUSE |
OR |
| H. Losoi |
Algebraic Approach For Reliability Engineering And Percolation Theory |
OR |
| S. Metsärinne |
Strategisen toimitilamallinnuksen tarkkuustason määrittäminen |
OR |
| J. Myrberg, |
A Recommender System for an Online Auction |
OR |
| V. Ojala |
Simulation support for medium-term production planning at an energy utility |
OR |
| V. Pekkanen |
Ruin Theoretical Comparisons |
OR |
| S. Rantala |
Assessing the Quality of Hydro-power Cascade Operation |
OR |
| J. Reinvall |
Total Valuation Adjustment with Collateralisation for Interest Rate Derivatives |
OR |
| A. Seppänen |
Utilizing acoustic measurements in equipment condition monitoring |
OR |
| R. Siljander |
Energy-climate-forest modelling for integrated policy analysis |
OR |
| H. Tuovila |
Optimised Strategies for Dynamic Asset Allocation |
OR |
| A. Voutilainen |
Spatial Objectives in Radiation Therapy Treatment Planning |
OR |
| M. Vähä-Pietilä |
Network Optimization of Drives Service Workshops |
OR |
| J. Öberg |
Palvelumuotoilu yrityksen tarjouksen tukena |
OR |
