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- 2023
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Mark
Injury severity prediction of cyclist crashes using random forests and random parameters logit models
(
- Contribution to journal › Article
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Breast Cancer Diagnosis Using Extended-Wavelength–Diffuse Reflectance Spectroscopy (EW-DRS) : Proof of Concept in Ex Vivo Breast Specimens Using Machine Learning
(
- Contribution to journal › Article
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Toward the end-to-end optimization of particle physics instruments with differentiable programming
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- Contribution to journal › Scientific review
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Machine Learning Based Digital Pre-Distortion in Massive MIMO Systems : Complexity-Performance Trade-offs
2023) 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 In IEEE Wireless Communications and Networking Conference, WCNC 2023-March.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
The Text-Package : An R-Package for Analyzing and Visualizing Human Language Using Natural Language Processing and Transformers
(
- Contribution to journal › Article
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The reporting of neuropsychiatric symptoms in electronic health records of individuals with Alzheimer’s disease : a natural language processing study
(
- Contribution to journal › Article
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Requirements Engineering for Automotive Perception Systems : An Interview Study
2023) 29th International Working Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2023 In Lecture Notes in Computer Science 13975 LNCS. p.189-205(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Recognition of drilling-induced defects in Fiber Reinforced Polymers using Machine Learning
2023) 19th CIRP Conference on Modeling of Machining Operations, CMMO 2023 In Procedia CIRP 117. p.384-389(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Robust probabilistic modelling of mould growth in building envelopes using random forests machine learning algorithm
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- Contribution to journal › Article
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Soft computing assessment of current and future groundwater resources under CMIP6 scenarios in northwestern Iran
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- Contribution to journal › Article
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Identify novel elements of knowledge with word embedding
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- Contribution to journal › Article
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Modeling the choice of shared micro-mobility services using XGBoost machine learning
(
- Chapter in Book/Report/Conference proceeding › Book chapter
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Application of soft computing and evolutionary algorithms to estimate hydropower potential in multi-purpose reservoirs
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- Contribution to journal › Article
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Mark
Data-driven neuropathological staging and subtyping of TDP-43 proteinopathies
(
- Contribution to journal › Article
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Mark
Does Unfairness Hurt Women? The Effects of Losing Unfair Competitions
2023) In Working Papers(
- Working paper/Preprint › Working paper
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ChatGPT applications in medical, dental, pharmacy, and public health education : A descriptive study highlighting the advantages and limitations
(
- Contribution to journal › Article
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Prognosis of compressive strength of fly-ash-based geopolymer-modified sustainable concrete with ML algorithms
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- Contribution to journal › Article
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Development of a Reliable Machine Learning Model to Predict Compressive Strength of FRP-Confined Concrete Cylinders
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- Contribution to journal › Article
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Neural Network Based Algorithm to Estimate the Axial Capacity of Corroded RC Columns
2023) 5th International Conference on Information Systems and Management Science, ISMS 2022 In Lecture Notes in Networks and Systems 671 LNNS. p.219-230(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Performance prognosis of FRCM-to-concrete bond strength using ANFIS-based fuzzy algorithm
(
- Contribution to journal › Article
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Evaluation of novel data-driven metrics of amyloid β deposition for longitudinal PET studies
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- Contribution to journal › Article
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Breaking barriers : a statistical and machine learning-based hybrid system for predicting dementia
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- Contribution to journal › Article
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Virtual diagnostics for longitudinal phase space imaging
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Data-driven analysis of parametrized acoustic systems in the frequency domain
(
- Contribution to journal › Article
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Multi-fidelity surrogate modeling using long short-term memory networks
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- Contribution to journal › Article
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Computational modelling in systems biology: from rewriting cell fates to detecting tumours
2023)(
- Thesis › Doctoral thesis (compilation)
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Mark
ML-Enabled Outdoor User Positioning in 5G NR Systems via Uplink SRS Channel Estimates
2023) 2023 IEEE International Conference on Communications, ICC 2023 In IEEE International Conference on Communications 2023-May. p.2215-2220(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Noninvasive Staging of Lymph Node Status in Breast Cancer Using Machine Learning : External Validation and Further Model Development
(
- Contribution to journal › Article
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Multiclass risk models for ovarian malignancy : an illustration of prediction uncertainty due to the choice of algorithm
(
- Contribution to journal › Article
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VAI-B : A multicenter platform for the external validation of artificial intelligence algorithms in breast imaging
(
- Contribution to journal › Article
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A phenome-wide comparative analysis of genetic discordance between obesity and type 2 diabetes
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- Contribution to journal › Article
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Estimation of dissolved organic carbon from inland waters at a large scale using satellite data and machine learning methods
(
- Contribution to journal › Article
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A review of machine learning and satellite imagery for poverty prediction: Implications for development research and applications
(
- Contribution to journal › Scientific review
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Does Climate Change Impact Long-Term Damage Detection in Bridges?
2023) Experimental Vibration Analysis for Civil Engineering Structures - EVACES 2023 - Volume 2 In Lecture Notes in Civil Engineering 433 LNCE. p.432-440(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Chem2Side : A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images
(
- Contribution to journal › Article
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Mark
Machine-Learning Approach to Non-Destructive Biomass and Relative Growth Rate Estimation in Aeroponic Cultivation
(
- Contribution to journal › Article
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Mark
Yield Prediction for Winter Wheat with Machine Learning Models Using Sentinel-1, Topography, and Weather Data
(
- Contribution to journal › Article
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From senses to sensors : autonomous cars and probing what machine learning does to mobilities studies
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- Contribution to journal › Article
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Using machine learning to select variables in data envelopment analysis : Simulations and application using electricity distribution data
(
- Contribution to journal › Article
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Predicting survival and neurological outcome in out-of-hospital cardiac arrest using machine learning : the SCARS model
(
- Contribution to journal › Article
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Removing Biases in Communication of Severity Assessments of Intimate Partner Violence : Model Development and Evaluation
(
- Contribution to journal › Article
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Mark
Global Water Quality of Inland Waters with Harmonized Landsat-8 and Sentinel-2 Using Cloud-Computed Machine Learning
(
- Contribution to journal › Article
- 2022
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Mark
Automatic Collection Selection using Machine Learning
2022)(
- Thesis › Licentiate thesis
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Mark
Establishing Coupled Models for Estimating Daily Dew Point Temperature Using Nature-Inspired Optimization Algorithms
(
- Contribution to journal › Article
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Mark
A GIS-Based Landslide Susceptibility Mapping and Variable Importance Analysis Using Artificial Intelligent Training-Based Methods
(
- Contribution to journal › Article
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A new strategy for linking U.S. historical censuses : A case study for the IPUMS multigenerational longitudinal panel
(
- Contribution to journal › Article
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Application of artificial neural network to forecast engine performance and emissions of a spark ignition engine
(
- Contribution to journal › Article
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Data driven orthogonal basis selection for functional data analysis
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- Contribution to journal › Article
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Mark
Artificial intelligence enabled radio propagation for communications – Part I: Channel characterization and antenna-channel optimization
(
- Contribution to journal › Scientific review
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Artificial intelligence enabled radio propagation for communications – Part II: Scenario identification and channel modeling
(
- Contribution to journal › Scientific review