Search Results - "Moosavi, Vahid"
-
1
Machine learning assisted evaluations in structural design and construction
Published in Automation in construction (01-11-2020)“…This paper proposes a new design approach based on an iterative machine learning algorithm to speed up the topological design exploration of compression-only…”
Get full text
Journal Article -
2
Producing a landslide inventory map using pixel-based and object-oriented approaches optimized by Taguchi method
Published in Geomorphology (Amsterdam, Netherlands) (01-01-2014)“…Landslides are considered one of the most important natural hazards. Mapping landslides and producing landslide inventory maps have received special attention…”
Get full text
Journal Article -
3
StationRank: Aggregate dynamics of the Swiss railway
Published in PloS one (21-12-2020)“…Increasing availability and quality of actual, as opposed to scheduled, open transport data offers new possibilities for capturing the spatiotemporal dynamics…”
Get full text
Journal Article -
4
A Markovian model of evolving world input-output network
Published in PloS one (24-10-2017)“…The initial theoretical connections between Leontief input-output models and Markov chains were established back in 1950s. However, considering the wide…”
Get full text
Journal Article -
5
Data‐driven flood emulation: Speeding up urban flood predictions by deep convolutional neural networks
Published in Journal of flood risk management (01-03-2021)“…Computational complexity has been the bottleneck for applying physically based simulations in large urban areas with high spatial resolution for efficient and…”
Get full text
Journal Article -
6
Improving Snowmelt Runoff Model (SRM) Performance Incorporating Remotely Sensed Data
Published in Journal of the Indian Society of Remote Sensing (01-08-2024)“…Snow has a significant impact on the hydrological cycle, contributing to energy generation, meeting agricultural demands, and providing drinking water…”
Get full text
Journal Article -
7
Assessment and prioritization of soil erosion triggering factors using analytical hierarchy process and Taguchi method
Published in International journal of sediment research (01-06-2023)“…The main aims of this study are assessing some factors which affect the soil erosion process and evaluating the results of an analytical hierarchy process…”
Get full text
Journal Article -
8
Investigating the Capability of Thermal-Moisture Indices Extracted from MODIS Data in Classification and Trend in Wetlands
Published in Journal of the Indian Society of Remote Sensing (01-10-2021)“…Wetlands are considered as dynamic ecosystems that have been changed by various factors and to protect the environment, it is necessary to identify these…”
Get full text
Journal Article -
9
An inter-comparison of different PSO-optimized artificial intelligence algorithms for thermal-based soil moisture retrieval
Published in Earth science informatics (01-03-2022)“…Soil moisture is one of the most important variables which affects different aspects of human life such as agriculture, flood, landslide, water resources, etc…”
Get full text
Journal Article -
10
Spectral enhancement of Landsat OLI images by using Hyperion data: a comparison between multilayer perceptron and radial basis function networks
Published in Earth science informatics (01-06-2020)“…The deactivation of Earth Observing-1 satellite has resulted in the termination of capturing Hyperion data as a unique source of hyperspectral satellite…”
Get full text
Journal Article -
11
Using Taguchi as a New Method to Optimization of Nutritional Requirement of Pistachio (Pistacia vera)
Published in Agricultural research (India : Online) (01-03-2022)“…Pistachio is one of the most important horticultural products of Iran. It has long been considered a strategic non-oil export product. Thus, it is necessary to…”
Get full text
Journal Article -
12
Assessing the health and ecological security of a human induced watershed in central iran
Published in Ecosystem health and sustainability (31-12-2022)“…Assessment of the watershed health and associated ecological security is crucial for the proper land resources management, notably when sufficient money and…”
Get full text
Journal Article -
13
An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping
Published in Remote sensing (Basel, Switzerland) (2019)“…Although sampling strategy plays an important role in groundwater potential mapping and significantly influences model accuracy, researchers often apply a…”
Get full text
Journal Article -
14
Holistic Design Explorations of Building Envelopes Supported by Machine Learning
Published in Journal of facade design and engineering (06-04-2021)“…The design of building envelopes requires a negotiation between qualitative and quantitative aspects belonging to different disciplines, such as architecture,…”
Get full text
Journal Article -
15
Application of Self Organizing Map (SOM) to model a machining process
Published in Journal of manufacturing technology management (01-01-2011)“…Purpose - This paper aims to present a practical application of Self Organizing Map (SOM) and decision tree algorithms to model a multi-response machining…”
Get full text
Journal Article -
16
Development of hybrid wavelet packet-statistical models (WP-SM) for landslide susceptibility mapping
Published in Landslides (01-02-2016)“…Landslides are recognized as one of the most important natural hazards in many areas throughout the world. Producing landslide susceptibility maps have…”
Get full text
Journal Article -
17
Application of Taguchi method to satellite image fusion for object-oriented mapping of Barchan dunes
Published in Geosciences journal (Seoul, Korea) (01-03-2014)“…In this study, a wavelet-based method and some standard fusion methods were performed on IRS Panchromatic and multi-spectral images to benefit from its spatial…”
Get full text
Journal Article -
18
Contextual mapping: Visualization of high-dimensional spatial patterns in a single geo-map
Published in Computers, environment and urban systems (01-01-2017)“…In this study, we proposed a generic methodology for combining high-dimensional spatial data to identify and visualize the hidden spatial patterns in a…”
Get full text
Journal Article -
19
A fuzzy reinforcement learning algorithm for inventory control in supply chains
Published in International journal of advanced manufacturing technology (01-03-2013)“…In the real world, applications with very large state and action spaces and unknown state transition probability, classical reinforcement learning algorithms…”
Get full text
Journal Article -
20
Modeling and optimization of experimental designs for soil loss assessment at plot scale
Published in Journal of hydrology (Amsterdam) (01-01-2021)“…•Soil Erosion modeling is optimized using response surface and Taguchi methods.•Three different designs of experiments are assessed and compared.•There was no…”
Get full text
Journal Article