Group method of data handling (GMDH) is a family of inductive, self-organizing algorithms for mathematical modelling that automatically determines the...
20 KB (2,532 words) - 19:58, 24 June 2025
Alexey Ivakhnenko (category Members of the National Academy of Sciences of Ukraine)
developing the group method of data handling (GMDH), a method of inductive statistical learning, for which he is considered as one of the founders of deep learning...
20 KB (2,128 words) - 00:25, 23 November 2024
with sigmoidal activation, are used in the context of backpropagation. The Group Method of Data Handling (GMDH) features fully automatic structural and parametric...
89 KB (10,706 words) - 04:12, 11 June 2025
systems. A Group Method of Data Handling (GMDH)-type network, combined with a genetic algorithm, was used to predict the metabolizable energy of feather...
12 KB (1,287 words) - 01:36, 1 July 2025
Forecasting (redirect from Forecasting method)
neural networks Group method of data handling Support vector machines Often these are done today by specialized programs loosely labeled Data mining Machine...
41 KB (5,326 words) - 00:07, 26 May 2025
method for training multiple layers. In 1965, Alexey Grigorevich Ivakhnenko and Valentin Lapa published Group Method of Data Handling. It was one of the...
16 KB (1,932 words) - 03:01, 30 June 2025
Feedforward neural network (redirect from Applications of multilayer perceptrons)
Ivakhnenko and Valentin Lapa published Group Method of Data Handling, the first working deep learning algorithm, a method to train arbitrarily deep neural networks...
21 KB (2,242 words) - 08:23, 20 June 2025
proposed approach for moment capacity estimation of ferrocement members using Group Method of Data Handling". Engineering Science and Technology. 23 (2):...
14 KB (1,911 words) - 11:54, 10 June 2025
Supervised learning (redirect from Applications of supervised learning)
programming Gaussian process regression Genetic programming Group method of data handling Kernel estimators Learning automata Learning classifier systems...
22 KB (3,005 words) - 07:26, 24 June 2025
Deep learning (redirect from History of deep learning)
oblivion. The first working deep learning algorithm was the Group method of data handling, a method to train arbitrarily deep neural networks, published by...
182 KB (17,994 words) - 05:36, 26 June 2025
Connectionism (redirect from History of connectionism)
Grigorevich Ivakhnenko and Valentin Lapa in 1965, called the Group Method of Data Handling. This method employs incremental layer by layer training based on regression...
41 KB (4,817 words) - 08:15, 24 June 2025
Neural network (machine learning) (redirect from Problems in the verge of success in neural network research)
1970s. The first working deep learning algorithm was the Group method of data handling, a method to train arbitrarily deep neural networks, published by...
169 KB (17,641 words) - 21:58, 27 June 2025
following Marvin Minsky and Papert Perceptrons (1969). Group method of data handling, a method to train arbitrarily deep neural networks was published...
85 KB (8,625 words) - 20:54, 10 June 2025
Demand forecasting (section Stage 3: data collection)
and expectations survey jury of executive method Discrete event simulation Extrapolation Group method of data handling (GMDH) Reference class forecasting...
22 KB (2,831 words) - 20:48, 26 May 2025
reasoning Gaussian process regression Gene expression programming Group method of data handling (GMDH) Inductive logic programming Instance-based learning Lazy...
39 KB (3,386 words) - 19:51, 2 June 2025
computing and computer programming, exception handling is the process of responding to the occurrence of exceptions – anomalous or exceptional conditions...
17 KB (1,806 words) - 22:28, 19 June 2025
model of trade Greenwood statistic Gretl Group family Group method of data handling Group size measures Grouped data Grubbs's test for outliers Guess value...
87 KB (8,280 words) - 23:04, 12 March 2025
Ivakhnenko (1913—2007), computer scientist, mathematician. See Group method of data handling. Vladimir Chelomey (1914—1984), rocket scientist. See Proton...
16 KB (1,631 words) - 18:08, 4 June 2025
speeds up the handling of the data stream. For some devices, such as magnetic tape and CKD disk devices, blocking reduces the amount of external storage...
8 KB (822 words) - 01:08, 28 May 2025
term data processing is typically used for the initial stage followed by a data analysis in the second stage of the overall data handling. Data analysis...
10 KB (1,092 words) - 21:47, 22 April 2025
Data management comprises all disciplines related to handling data as a valuable resource, it is the practice of managing an organization's data so it...
13 KB (1,328 words) - 19:03, 21 June 2025
HTTP (redirect from Request method)
case-insensitive. GET The GET method requests that the target resource transfer a representation of its state. GET requests should only retrieve data and should have...
61 KB (7,794 words) - 11:04, 23 June 2025
work under a wider variety of conditions than single-imputation methods like LOCF, no known method for handling missing data is valid under all conditions...
10 KB (1,121 words) - 19:57, 29 May 2025
directly applying methods unaffected by the missing values. One systematic review addressing the prevention and handling of missing data for patient-centered...
28 KB (3,306 words) - 16:13, 21 May 2025
cardholder data and reduce credit card fraud. Validation of compliance is performed annually or quarterly with a method suited to the volume of transactions:...
27 KB (2,778 words) - 10:39, 3 June 2025
offering a standardized, secure method of transferring EDI data via e-mail. On July 12, 2005, an IETF working group ratified RFC4130 for MIME-based HTTP...
29 KB (3,877 words) - 19:44, 26 June 2025
Jackson structured programming (redirect from Data structured software development)
is a method for structured programming developed by British software consultant Michael A. Jackson and was described in his 1975 book Principles of Program...
16 KB (2,107 words) - 11:46, 24 June 2025
hypothesis testing, and handling missing values and making transformations of variables as needed. EDA encompasses IDA. Tukey defined data analysis in 1961 as:...
19 KB (2,221 words) - 20:43, 25 May 2025
Comprehensive Display System (redirect from Data Handling System)
twenty of their own version, the Electronic Data System (EDS). These were used on a number of ships until 1968. A modified version, the Data Handling System...
22 KB (3,170 words) - 12:09, 4 June 2025
science, group coded recording or group code recording (GCR) refers to several distinct but related encoding methods for representing data on magnetic...
76 KB (5,362 words) - 11:03, 27 May 2025