Month: September 2024
How to conduct Friedman test to compare metaheuristics and which data sets I should consider?
Dear all,
I am working on metaheuristics. I want to do Friedman test to compare the algorithms. I run each algorithm 32 times and stored the best, mean, median values from each run.
To perform the Friedman test which values I should consider, the best value (last value) from 32 runs of each algorithm, or median or mean values? and please explain the reason for selection of this particle values.
Please share your view about this test.
ThanksDear all,
I am working on metaheuristics. I want to do Friedman test to compare the algorithms. I run each algorithm 32 times and stored the best, mean, median values from each run.
To perform the Friedman test which values I should consider, the best value (last value) from 32 runs of each algorithm, or median or mean values? and please explain the reason for selection of this particle values.
Please share your view about this test.
Thanks Dear all,
I am working on metaheuristics. I want to do Friedman test to compare the algorithms. I run each algorithm 32 times and stored the best, mean, median values from each run.
To perform the Friedman test which values I should consider, the best value (last value) from 32 runs of each algorithm, or median or mean values? and please explain the reason for selection of this particle values.
Please share your view about this test.
Thanks metaheuristics, optimization, friedman test MATLAB Answers — New Questions
Machine learning model (neural network or SVM) for unequal feature matrices size
I have feature matrices obtained from visual bags of words model for various dictionary sizes. Example, Nx5, Nx10, …., Nx15000. Where N is the number of samples and 5, 10, …15000 are the visual vocabulary or dictionary size or feature vectors size. There are classification labels for each samples. There are 13 methods (SIFT, SURF, BRISK and others) to extract the feature descriptors which are eventually used in visual bags of words to encode the images to obtain the feature vector. Also, there are 13 different dictionary sizes 5, 10 to 15000.
If I had only one method and one visual vocabulary, I could have created one multi class classifier. But, here I have for 13 methods and for each of them there are 13 visual vocabulary sizes. Thus, making 169 classifiers if I want to try to train machine learning models individually. This makes things cumbersome to present.
So I would like to ask you if there is some method where I can combine these unequal Nx5, Nx10, …., Nx15000 feature matrices to have one classifier model for each 13 different feature descriptors, instead of having 169 classifiers.
Please let me know if you have any suggestions.I have feature matrices obtained from visual bags of words model for various dictionary sizes. Example, Nx5, Nx10, …., Nx15000. Where N is the number of samples and 5, 10, …15000 are the visual vocabulary or dictionary size or feature vectors size. There are classification labels for each samples. There are 13 methods (SIFT, SURF, BRISK and others) to extract the feature descriptors which are eventually used in visual bags of words to encode the images to obtain the feature vector. Also, there are 13 different dictionary sizes 5, 10 to 15000.
If I had only one method and one visual vocabulary, I could have created one multi class classifier. But, here I have for 13 methods and for each of them there are 13 visual vocabulary sizes. Thus, making 169 classifiers if I want to try to train machine learning models individually. This makes things cumbersome to present.
So I would like to ask you if there is some method where I can combine these unequal Nx5, Nx10, …., Nx15000 feature matrices to have one classifier model for each 13 different feature descriptors, instead of having 169 classifiers.
Please let me know if you have any suggestions. I have feature matrices obtained from visual bags of words model for various dictionary sizes. Example, Nx5, Nx10, …., Nx15000. Where N is the number of samples and 5, 10, …15000 are the visual vocabulary or dictionary size or feature vectors size. There are classification labels for each samples. There are 13 methods (SIFT, SURF, BRISK and others) to extract the feature descriptors which are eventually used in visual bags of words to encode the images to obtain the feature vector. Also, there are 13 different dictionary sizes 5, 10 to 15000.
If I had only one method and one visual vocabulary, I could have created one multi class classifier. But, here I have for 13 methods and for each of them there are 13 visual vocabulary sizes. Thus, making 169 classifiers if I want to try to train machine learning models individually. This makes things cumbersome to present.
So I would like to ask you if there is some method where I can combine these unequal Nx5, Nx10, …., Nx15000 feature matrices to have one classifier model for each 13 different feature descriptors, instead of having 169 classifiers.
Please let me know if you have any suggestions. computer vision, visual bags of words, feature matrices of unequal size, neural network MATLAB Answers — New Questions
How to position all the plots in app designer using matlab
Hello all, I have created an app, Let me give brief details about it. The app starts with giving number of classes edit field and a enter button. If I give Number of classes as 2, a tab group with 2 tabs will open. In each tab there will be option like click to enter input parameters. After clicking that button, Classroom number label with its editfield and enter button appears. After giving Classroom number as 402 and click enter, Number of columns editfield with enter button will appear. After enterings number of columns in classroom as 4 and click enter, those many input boxes will generate with enter button. After giving strength of each input column as 25,35,42,18 and click enter. Number of benches for each column label and based on the columns input that many input boxes for the benches also generates along with enter button. After entering the benches value in each input box as 3,4,5 and click enter. Import excel buttons are generated based on the input given in the number of benches for each column. after clicking, import excel buttons the plots related to the excel files will be generated in the tab. But the number of plots are generated based on the number of columns value. But it should generate based on the number of benches in each column. I’m attaching my app file to this question. Please help me to resolve this issue.Hello all, I have created an app, Let me give brief details about it. The app starts with giving number of classes edit field and a enter button. If I give Number of classes as 2, a tab group with 2 tabs will open. In each tab there will be option like click to enter input parameters. After clicking that button, Classroom number label with its editfield and enter button appears. After giving Classroom number as 402 and click enter, Number of columns editfield with enter button will appear. After enterings number of columns in classroom as 4 and click enter, those many input boxes will generate with enter button. After giving strength of each input column as 25,35,42,18 and click enter. Number of benches for each column label and based on the columns input that many input boxes for the benches also generates along with enter button. After entering the benches value in each input box as 3,4,5 and click enter. Import excel buttons are generated based on the input given in the number of benches for each column. after clicking, import excel buttons the plots related to the excel files will be generated in the tab. But the number of plots are generated based on the number of columns value. But it should generate based on the number of benches in each column. I’m attaching my app file to this question. Please help me to resolve this issue. Hello all, I have created an app, Let me give brief details about it. The app starts with giving number of classes edit field and a enter button. If I give Number of classes as 2, a tab group with 2 tabs will open. In each tab there will be option like click to enter input parameters. After clicking that button, Classroom number label with its editfield and enter button appears. After giving Classroom number as 402 and click enter, Number of columns editfield with enter button will appear. After enterings number of columns in classroom as 4 and click enter, those many input boxes will generate with enter button. After giving strength of each input column as 25,35,42,18 and click enter. Number of benches for each column label and based on the columns input that many input boxes for the benches also generates along with enter button. After entering the benches value in each input box as 3,4,5 and click enter. Import excel buttons are generated based on the input given in the number of benches for each column. after clicking, import excel buttons the plots related to the excel files will be generated in the tab. But the number of plots are generated based on the number of columns value. But it should generate based on the number of benches in each column. I’m attaching my app file to this question. Please help me to resolve this issue. matlab, appdesigner, matlab code MATLAB Answers — New Questions
Resources Calender and availibility
Good morning,
Pls assist .. I have a 2 calenders on this project. 1. Fabrication 2. Installation. (I’ve allocated it accordingly to my tasks.)
For this project (SAPPI) my Resources for :
1.’Fabrication’ will only be available from 01/10/2024 – 03/11/2024
2. ‘Installation will only be available from 04/11/2024 – 09/11/2024.
When I change the resource availability as such and when adding my ‘available from’ & available to’ columns in the Resource sheet, it does not come up as such as well as the max shows 0% and not 100% or 200%. Why , what am i doing wrong? @
Good morning,Pls assist .. I have a 2 calenders on this project. 1. Fabrication 2. Installation. (I’ve allocated it accordingly to my tasks.)For this project (SAPPI) my Resources for :1.’Fabrication’ will only be available from 01/10/2024 – 03/11/20242. ‘Installation will only be available from 04/11/2024 – 09/11/2024.When I change the resource availability as such and when adding my ‘available from’ & available to’ columns in the Resource sheet, it does not come up as such as well as the max shows 0% and not 100% or 200%. Why , what am i doing wrong? @ Read More
[Graph API] Filter contacts query by emailAddresses
Hi,
https://developer.microsoft.com/en-us/graph/graph-explorer
I am trying to run a GET query on the `contacts` endpoint, passing in a filter on the `emailAddresses` sub-property, with the aim of returning all contacts where `any` address contains a specified string.
However, it seems this operation is unsupported for sub-properties (at the very least, startswith/endswith/contains, i.e. any partial string matching)? Running the below queries return:
https://graph.microsoft.com/v1.0/me/contacts?$filter=emailAddresses/any(a:contains(a/address,’@gmail’))
If you filter on `givenName` instead (just a regular property), it works great. Additionally, you can match on sub-property if you use `eq` (obviously not sufficient in the context of partial string matching).
https://graph.microsoft.com/v1.0/me/contacts?$filter=contains(givenName , ‘@gmail’)
Just wondering if there is any solution for being able to filter contacts based on partial matching (the only thing I can think of is grabbing every single contact and filtering client side, which is obviously terrible).
I also briefly tried the $search query params, but it seems to be limited to specific resources (not contacts), so unsure if this route works.
This seems like a relatively common use case, so I’m remaining hopeful.
Thanks!
Hi, https://developer.microsoft.com/en-us/graph/graph-explorer I am trying to run a GET query on the `contacts` endpoint, passing in a filter on the `emailAddresses` sub-property, with the aim of returning all contacts where `any` address contains a specified string. However, it seems this operation is unsupported for sub-properties (at the very least, startswith/endswith/contains, i.e. any partial string matching)? Running the below queries return: https://graph.microsoft.com/v1.0/me/contacts?$filter=emailAddresses/any(a:contains(a/address,’@gmail’)) { “error”: { “code”: “ErrorInvalidUrlQueryFilter”, “message”: “The query filter contains one or more invalid nodes.” }}If you filter on `givenName` instead (just a regular property), it works great. Additionally, you can match on sub-property if you use `eq` (obviously not sufficient in the context of partial string matching). https://graph.microsoft.com/v1.0/me/contacts?$filter=contains(givenName , ‘@gmail’)Just wondering if there is any solution for being able to filter contacts based on partial matching (the only thing I can think of is grabbing every single contact and filtering client side, which is obviously terrible). I also briefly tried the $search query params, but it seems to be limited to specific resources (not contacts), so unsure if this route works. This seems like a relatively common use case, so I’m remaining hopeful. Thanks! Read More
Apply 2D Gabor wavelet in Images
Hi
I want to apply 2D Gabor filter on images at four orientations (0, 45, 90, 135 degrees). The output for every pixel should be like a vector [m0 m45 m90 m135], where m is the magnitude of orientation at that angle. Can anyone help me with the code?Hi
I want to apply 2D Gabor filter on images at four orientations (0, 45, 90, 135 degrees). The output for every pixel should be like a vector [m0 m45 m90 m135], where m is the magnitude of orientation at that angle. Can anyone help me with the code? Hi
I want to apply 2D Gabor filter on images at four orientations (0, 45, 90, 135 degrees). The output for every pixel should be like a vector [m0 m45 m90 m135], where m is the magnitude of orientation at that angle. Can anyone help me with the code? image processing, gabor wavelet, texture, texture analysis MATLAB Answers — New Questions
The backbone of deeplabv3+ returned by deeplabv3plusLayers() using augument “xeption” only support “Xception-41” network architecture?
Inside the source code of function "deeplabv3plusLayer()" with augument "xception" , it appears to use function "xception()" return a pretrained "Xception-41" as the backbone of semantic segmentation network architecture. Can you provide the support for "Xception-65 and Xception71" as the backbone of deeplabv3+ networks?Inside the source code of function "deeplabv3plusLayer()" with augument "xception" , it appears to use function "xception()" return a pretrained "Xception-41" as the backbone of semantic segmentation network architecture. Can you provide the support for "Xception-65 and Xception71" as the backbone of deeplabv3+ networks? Inside the source code of function "deeplabv3plusLayer()" with augument "xception" , it appears to use function "xception()" return a pretrained "Xception-41" as the backbone of semantic segmentation network architecture. Can you provide the support for "Xception-65 and Xception71" as the backbone of deeplabv3+ networks? deeplabv3+ MATLAB Answers — New Questions
I have read Mf4 file using “vehicle network Toolbox”, Now i want to convert this to other formats such as CSV/PCD
i have used this function of tool box to read data,
dataChanTable = mdfRead("VehicleData.mf4", Channel=chanInfo)
>> writetable(data, ‘output.csv’);
Error using writetable (line 21)
Type ‘timetable’ is not supported. Use writetimetable instead.i have used this function of tool box to read data,
dataChanTable = mdfRead("VehicleData.mf4", Channel=chanInfo)
>> writetable(data, ‘output.csv’);
Error using writetable (line 21)
Type ‘timetable’ is not supported. Use writetimetable instead. i have used this function of tool box to read data,
dataChanTable = mdfRead("VehicleData.mf4", Channel=chanInfo)
>> writetable(data, ‘output.csv’);
Error using writetable (line 21)
Type ‘timetable’ is not supported. Use writetimetable instead. vehicle network tool MATLAB Answers — New Questions
problem with the scope (simulink)
have a problem while zooming in in the scope, it isn’t working.
I’m working on matlab 2015b for mac.have a problem while zooming in in the scope, it isn’t working.
I’m working on matlab 2015b for mac. have a problem while zooming in in the scope, it isn’t working.
I’m working on matlab 2015b for mac. simulink, scope, matlab for osx MATLAB Answers — New Questions
16-QAM over AWGN Channel
Hello,
I want to simulate 16-QAM over AWGN Channel. The Emprical and Theoretical result are different.
Maybe I made a mistake in SNR and Eb/No.
How I can solve this problem?
clear all; close all; clc
% Variables
c = [-3-3i -3-1i -3+3i -3+1i -1-3i -1-1i -1+3i -1+1i 3-3i 3-1i 3+3i 3+1i 1-3i 1-1i 1+3i 1+1i];
M = length(c); % Size of modulation constellation
k = log2(M); % Number of bits per symbol
numBits = 10000; % Each trial uses 10000 bits.
SNR = 0:1:20; % Range of SNR values, in dB.
numSNR = length(SNR);
berVec = zeros(3, numSNR); % Preallocate a vector for BER results
%————————————————————————–
mod = comm.GeneralQAMModulator(c);
demod = comm.GeneralQAMDemodulator(c);
tx = randi([0 M-1],numBits,1);
modSignal = mod(tx);
% Add white Gaussian noise to the modulated signal by passing the signal through an AWGN channel.
awgnChan = comm.AWGNChannel(‘NoiseMethod’, ‘Signal to noise ratio (SNR)’);
errorCalc = comm.ErrorRate;
for n = 1:numSNR
reset(errorCalc)
awgnChan.SNR = SNR(n);
noisySignal = awgnChan(modSignal); % Add Gaussian noise
rx = demod(noisySignal);
berVec(:,n) = errorCalc(tx,rx); % Compute error rate.
end
BER = berVec(1,:);
[BERtheory, SERtheory] = berawgn(SNR,’qam’,M);
semilogy(SNR,BERtheory,’b-‘,SNR,BER,’r*’);
legend(‘Theoretical BER’,’Empirical BER’);
xlabel(‘SNR (dB)’); ylabel(‘BER’);
title(’16-QAM over AWGN Channel’);
Code ResultHello,
I want to simulate 16-QAM over AWGN Channel. The Emprical and Theoretical result are different.
Maybe I made a mistake in SNR and Eb/No.
How I can solve this problem?
clear all; close all; clc
% Variables
c = [-3-3i -3-1i -3+3i -3+1i -1-3i -1-1i -1+3i -1+1i 3-3i 3-1i 3+3i 3+1i 1-3i 1-1i 1+3i 1+1i];
M = length(c); % Size of modulation constellation
k = log2(M); % Number of bits per symbol
numBits = 10000; % Each trial uses 10000 bits.
SNR = 0:1:20; % Range of SNR values, in dB.
numSNR = length(SNR);
berVec = zeros(3, numSNR); % Preallocate a vector for BER results
%————————————————————————–
mod = comm.GeneralQAMModulator(c);
demod = comm.GeneralQAMDemodulator(c);
tx = randi([0 M-1],numBits,1);
modSignal = mod(tx);
% Add white Gaussian noise to the modulated signal by passing the signal through an AWGN channel.
awgnChan = comm.AWGNChannel(‘NoiseMethod’, ‘Signal to noise ratio (SNR)’);
errorCalc = comm.ErrorRate;
for n = 1:numSNR
reset(errorCalc)
awgnChan.SNR = SNR(n);
noisySignal = awgnChan(modSignal); % Add Gaussian noise
rx = demod(noisySignal);
berVec(:,n) = errorCalc(tx,rx); % Compute error rate.
end
BER = berVec(1,:);
[BERtheory, SERtheory] = berawgn(SNR,’qam’,M);
semilogy(SNR,BERtheory,’b-‘,SNR,BER,’r*’);
legend(‘Theoretical BER’,’Empirical BER’);
xlabel(‘SNR (dB)’); ylabel(‘BER’);
title(’16-QAM over AWGN Channel’);
Code Result Hello,
I want to simulate 16-QAM over AWGN Channel. The Emprical and Theoretical result are different.
Maybe I made a mistake in SNR and Eb/No.
How I can solve this problem?
clear all; close all; clc
% Variables
c = [-3-3i -3-1i -3+3i -3+1i -1-3i -1-1i -1+3i -1+1i 3-3i 3-1i 3+3i 3+1i 1-3i 1-1i 1+3i 1+1i];
M = length(c); % Size of modulation constellation
k = log2(M); % Number of bits per symbol
numBits = 10000; % Each trial uses 10000 bits.
SNR = 0:1:20; % Range of SNR values, in dB.
numSNR = length(SNR);
berVec = zeros(3, numSNR); % Preallocate a vector for BER results
%————————————————————————–
mod = comm.GeneralQAMModulator(c);
demod = comm.GeneralQAMDemodulator(c);
tx = randi([0 M-1],numBits,1);
modSignal = mod(tx);
% Add white Gaussian noise to the modulated signal by passing the signal through an AWGN channel.
awgnChan = comm.AWGNChannel(‘NoiseMethod’, ‘Signal to noise ratio (SNR)’);
errorCalc = comm.ErrorRate;
for n = 1:numSNR
reset(errorCalc)
awgnChan.SNR = SNR(n);
noisySignal = awgnChan(modSignal); % Add Gaussian noise
rx = demod(noisySignal);
berVec(:,n) = errorCalc(tx,rx); % Compute error rate.
end
BER = berVec(1,:);
[BERtheory, SERtheory] = berawgn(SNR,’qam’,M);
semilogy(SNR,BERtheory,’b-‘,SNR,BER,’r*’);
legend(‘Theoretical BER’,’Empirical BER’);
xlabel(‘SNR (dB)’); ylabel(‘BER’);
title(’16-QAM over AWGN Channel’);
Code Result ber, modulation, qam, lte MATLAB Answers — New Questions
Data Factory, Data Warehouse and Notebook Copilots – Transforming Your Healthcare Data with Copilots
Are you looking for a smarter way to manage and transform your healthcare data? Unlock the power of your data in our upcoming webinar episode, “Data Factory, Data Warehouse and Notebook Copilot – Transforming Your Healthcare Data with Copilots” In this session, we’ll explore real-world healthcare examples where Microsoft Fabric’s Copilots—including Data Factory, Data Warehouse, and Notebook Copilot which are revolutionizing how data is managed, analyzed, and understood. These AI-powered tools are designed to streamline and automate data integration, transformation, analysis, and orchestration, making it easier than ever to manage complex healthcare data.
In healthcare, massive amounts of data need to be processed for analytics, reporting, compliance, or operational insights. Data Factory Copilot can automate the ETL process, extracting data from diverse sources, transforming it into usable formats, and loading it into data lakes or warehouses for further analysis. This reduces human error, saves time, and improves data management efficiency.
Meanwhile, Data Warehouse Copilot simplifies large-scale data storage, helping you manage vast amounts of structured and unstructured data. With its AI-driven assistance, you can easily query, analyze, and report on healthcare data, supporting faster decision-making and enhanced operational insights.
For those looking to dive deeper into healthcare data exploration and machine learning models, Notebook Copilot offers AI-powered support for advanced data analysis, scripting, and collaboration. This tool is ideal for healthcare data scientists or analysts needing real-time intelligence to drive research, predictive modeling, and patient care improvements.
Whether you’re working with patient records, provider claims, or operational metrics, this webinar will show how Microsoft Fabric Copilots can elevate your healthcare data strategy, making your operations more agile and your decisions more informed. Don’t miss this opportunity to discover how AI can transform the way you handle healthcare data.
To See the Entire Webinar Series click here.
Join the Webinar on October 7, 2024 (Teams Link)
Overview of Copilot in Fabric – Microsoft Fabric | Microsoft Learn
What is Microsoft Fabric – Microsoft Fabric | Microsoft Learn
Overview of Copilot for Power BI – Power BI | Microsoft Learn
https://learn.microsoft.com/en-us/fabric/get-started/copilot-fabric-data-factory
https://learn.microsoft.com/en-us/fabric/get-started/copilot-notebooks-overview
https://partner.microsoft.com/en-US/case-studies/ilink
Microsoft Tech Community – Latest Blogs –Read More
Looking to create a service account with access to a only a single Sharepoint site
Hi everyone,
I am looking to create a service account user that has access to a specified sharepoint site, but explicitly does not have permission to any sharepoint sites that are public to my domain. By this I mean any of the public teams and communication sites with “Everyone except external users” included in the membership list.
Is there any way to set up this service account that does not require restricting the domain-wide access to the existing Sharepoint sites in some way? Apologies if this is an already answered or strange question, I am admittedly somewhat new to all of this.
Hi everyone, I am looking to create a service account user that has access to a specified sharepoint site, but explicitly does not have permission to any sharepoint sites that are public to my domain. By this I mean any of the public teams and communication sites with “Everyone except external users” included in the membership list. Is there any way to set up this service account that does not require restricting the domain-wide access to the existing Sharepoint sites in some way? Apologies if this is an already answered or strange question, I am admittedly somewhat new to all of this. Read More
How to Write all of an if-statement in a Single Lline?
Is there any way to write all of an if-statement in a single line?
if A == 1 B = 2 elseif B = 3 endIs there any way to write all of an if-statement in a single line?
if A == 1 B = 2 elseif B = 3 end Is there any way to write all of an if-statement in a single line?
if A == 1 B = 2 elseif B = 3 end if-statements MATLAB Answers — New Questions
Major problem with Version 23H2 for x64-based Systems (KB5043145)
I installed 2024-09 Cumulative Update Preview for Windows 11 Version 23H2 for x64-based Systems (KB5043145) on two computers today. On the higher end one it’s fine, but on the other computer (https://www.amazon.com/gp/product/B0B17LZ4GD?th=1) after installing the update, the computer reboots to the login screen, whereupon the USB ports all seem to stop working. They still get power it seems, but the USB-connected biometric fingerprint scanner won’t work, the keyboard won’t work, and the mouse won’t work. Changing USB ports does nothing. As a result, it is impossible to login or interact with the computer further without shutting it down and going into recovery mode. After removing the update, the computer returns to normal operation. To see what would happen, I tried installing the update again… and exact same problem recurred. I have to go into recovery mode now to fix it.
I installed 2024-09 Cumulative Update Preview for Windows 11 Version 23H2 for x64-based Systems (KB5043145) on two computers today. On the higher end one it’s fine, but on the other computer (https://www.amazon.com/gp/product/B0B17LZ4GD?th=1) after installing the update, the computer reboots to the login screen, whereupon the USB ports all seem to stop working. They still get power it seems, but the USB-connected biometric fingerprint scanner won’t work, the keyboard won’t work, and the mouse won’t work. Changing USB ports does nothing. As a result, it is impossible to login or interact with the computer further without shutting it down and going into recovery mode. After removing the update, the computer returns to normal operation. To see what would happen, I tried installing the update again… and exact same problem recurred. I have to go into recovery mode now to fix it. Read More
Can’t Type in Page
Using Win7 Word on a Win7 Ultimate Asus laptop
Have a semi-large doc (160pgs). One of the pages causing problems. Can type in first ~4 lines on the page but hitting <Enter> or additional lines or characters automatically takes me to the next page where I already have photo’s displayed. The result is I have 90% of a page unintentionally blank and unusable. I’ve tried deleting the entire page and then re-inputting a blank page but still the same issue. If I simply try to <delete> the blank area the following page immediately jumps to the next line on the problem page. Any resolutions?
Using Win7 Word on a Win7 Ultimate Asus laptopHave a semi-large doc (160pgs). One of the pages causing problems. Can type in first ~4 lines on the page but hitting <Enter> or additional lines or characters automatically takes me to the next page where I already have photo’s displayed. The result is I have 90% of a page unintentionally blank and unusable. I’ve tried deleting the entire page and then re-inputting a blank page but still the same issue. If I simply try to <delete> the blank area the following page immediately jumps to the next line on the problem page. Any resolutions? Read More
iSeller Luncurkan Asisten Bisnis Berbasis AI untuk Memberdayakan UMKM Indonesia dengan Teknologi Microsoft Azure
Read the English version here
Jakarta, 27 September 2024 – iSeller, platform omnichannel terkemuka di Indonesia, mengumumkan peluncuran iSeller AI, asisten cerdas yang dibangun untuk merevolusi kegiatan operasional bisnis dengan wawasan mendalam, otomatisasi, dan rekomendasi yang dipersonalisasi. Dikembangkan dalam kolaborasi dengan Microsoft, iSeller AI adalah asisten bisnis berbasis AI untuk industri SaaS, yang memungkinkan bisnis beroperasi lebih cepat dan efisien.
Memberdayakan pebisnis dengan AI terkini
iSeller AI bertujuan untuk memberdayakan 60 juta UMKM di seluruh Indonesia dengan asisten AI yang memberikan wawasan real-time, analitik komprehensif, dan otomatisasi. Dirancang sebagai mitra bisnis 24/7, iSeller AI akan membantu pemilik bisnis mengoptimalkan kegiatan operasional, membuat keputusan berdasarkan data, dan menghadapi lanskap bisnis yang semakin kompleks.
“Visi kami di iSeller selalu untuk memberdayakan para pengusaha Indonesia dalam mengembangkan bisnis mereka tanpa batas. Dengan diperkenalkannya iSeller AI ini, kami melanjutkan misi tersebut dengan menyediakan solusi yang memanfaatkan teknologi AI terbaru, dengan integrasi konteks mendalam untuk membantu pemilik bisnis membuat keputusan yang lebih baik dan lebih cepat,” ujar Jimmy Petrus, CEO iSeller.
“Kami sangat antusias memperkenalkan asisten AI revolusioner ini, yang mana dibangun dari hasil kolaborasi dengan Microsoft, untuk lebih meningkatkan produktivitas dan kapabilitas UMKM Indonesia. iSeller AI ini lebih dari sekadar alat—ini adalah mitra bisnis 24/7 yang menggunakan kekuatan konteks mendalam untuk memberikan wawasan cerdas dan dapat ditindaklanjuti untuk mendorong pertumbuhan bisnis,” tambah Jimmy.
Dibangun dengan Azure OpenAI yang canggih
Yang membedakan iSeller AI adalah kemampuannya memproses pertanyaan bisnis yang kompleks dan menawarkan wawasan yang relevan secara kontekstual, memberikan pengalaman yang mulus dan berpusat pada pengguna, dengan didukung oleh teknologi Microsoft Azure dan Azure OpenAI.
Menggunakan kombinasi model AI generatif terbaru dengan integrasi konteks yang canggih, iSeller AI menganalisis sejumlah besar data untuk memberikan rekomendasi yang disesuaikan untuk prediksi penjualan, manajemen inventaris, dan optimalisasi pemasaran. Teknik-teknik mutakhir ini meningkatkan kemampuan sistem untuk memberikan wawasan yang sangat relevan dan akurat, memberdayakan pemilik bisnis dengan informasi yang mereka butuhkan untuk membuat keputusan strategis.
Selain itu, AI ini memungkinkan integrasi penuh dan pembelajaran dari ekosistem yang ada, menetapkan standar baru dalam teknologi AI bisnis, sambil menjaga privasi data pelanggan melalui keamanan tingkat tinggi.
Mengomentari kolaborasi ini, Andrew Boyd, General Manager, Digital Natives & Startups, Microsoft Asia mengatakan, “Kami senang dapat mendukung perjalanan transformasi AI iSeller. Dengan iSeller AI, kita dapat memungkinkan jutaan UMKM di Indonesia untuk merasakan manfaat AI – meningkatkan produktivitas, mempercepat inovasi, dan menciptakan nilai bisnis baru. UMKM adalah tulang punggung ekonomi digital Indonesia, sehingga memberdayakan mereka dengan alat dan sumber daya AI yang tepat sangat penting untuk membangun ekonomi digital yang tangguh serta inklusif di Indonesia. Apresiasi kami bagi iSeller yang telah mendemokratisasi AI bagi rekan-rekan UMKM.”
Mempelopori teknologi AI untuk bertumbuhan bisnis
iSeller AI dirancang untuk memproses sejumlah besar data bisnis dan menghasilkan wawasan yang dapat ditindaklanjuti, yang disesuaikan dengan kebutuhan unik setiap bisnis. Dengan menganalisis data historis dan transaksi, AI ini memberikan rekomendasi yang tepat dan berbasis data, yang membantu pemilik bisnis membuat keputusan yang tepat secara real-time.
Platform AI yang komprehensif ini bukan hanya asisten digital, tetapi juga mitra bisnis sejati—menawarkan segala sesuatu mulai dari otomatisasi tugas rutin, seperti pembuatan laporan, visualisasi grafik, hingga analitik prediktif yang dapat mengubah strategi bisnis. Pemilik bisnis akan mendapatkan manfaat dari peningkatan kepuasan pelanggan dengan menggunakan iSeller AI untuk lebih memahami perilaku dan preferensi pelanggan, yang pada akhirnya mengarah pada layanan dan keterlibatan yang lebih personal.
“Teknologi AI kami melampaui otomatisasi untuk memberikan wawasan yang berarti dan dapat ditindaklanjuti. Dengan Integrasi Konteks Mendalam, kami telah membangun sistem yang benar-benar memahami kebutuhan unik setiap bisnis, membantu mereka beroperasi dengan lebih efisien dan strategis,” ujar Fina Mariana Soetarto, Product Manager iSeller AI. “iSeller AI tidak hanya akan membantu dalam tugas sehari-hari, tetapi juga memberdayakan pemilik bisnis untuk mendorong pertumbuhan jangka panjang dengan pengambilan keputusan yang cerdas.”
Lompatan besar untuk UMKM Indonesia
Seiring dengan transformasi digital bisnis di Indonesia, peluncuran iSeller AI menandai tonggak penting dalam transformasi digital sektor UMKM di negara ini. Dengan iSeller AI, pemilik bisnis kini memiliki mitra yang profesional, andal, dan selalu tersedia untuk membantu mereka menjalankan bisnis dengan lebih efisien dan efektif.
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iSeller Launches AI-Powered Business Assistant to Empower Indonesia SMEs, Built on Microsoft Azure
Jakarta, 27 September 2024 – iSeller, Indonesia’s leading omnichannel commerce platform, is announcing the launch of iSeller AI, an intelligent assistant built to revolutionize business operations with deep insights, automation, and personalized recommendations. Developed in collaboration with Microsoft, iSeller AI is an AI-driven business assistant for SaaS industry, that enables businesses to operate smarter, faster, and more efficiently.
Empowering business owners with cutting-edge AI
Available effectively today, iSeller AI aims to empower 60 million SMEs across Indonesia with a powerful AI assistant that delivers real-time insights, comprehensive analytics, and automation. Designed to function as a 24/7 business partner, iSeller AI will assist business owners in optimizing their operations, making data-driven decisions, and navigating the increasingly complex business landscape.
“Our vision at iSeller has always been to empower Indonesia’s entrepreneurs to grow their businesses without limits. With the introduction of iSeller AI, we are continuing that mission by providing a solution that harnesses the latest in AI technology with deep context integration to assist business owners in making better and faster decisions,” said Jimmy Petrus, CEO of iSeller.
“We’re excited to introduce this revolutionary AI assistant, built in collaboration with Microsoft, to further enhance the productivity and capabilities of Indonesia’s SMEs. iSeller AI is more than a tool—it’s a 24/7 business partner that uses the power of deep context to provide smart, actionable insights to drive growth,” Jimmy added.
Built on advanced Azure OpenAI
What sets iSeller AI apart is its ability to process complex business queries and offer contextually relevant insights, providing a seamless, user-centric experience powered by Microsoft Azure and Azure OpenAI technology.
Using a combination of generative and latest AI model with advanced context integration, iSeller AI analyzes vast amounts of data to deliver tailored recommendations for sales forecasting, inventory management, and marketing optimization. These cutting-edge techniques enhance the system’s ability to provide highly relevant and accurate insights, empowering business owners with the information they need to make strategic decisions. In addition, this AI allows for full integration and learning from existing ecosystems, setting new standards in business AI technology, while maintaining customer data privacy through high-level security.
Commenting on the collaboration, Andrew Boyd, General Manager, Digital Natives & Startups, Microsoft Asia shared, “We are excited to support iSeller’s AI transformation journey. With iSeller AI, together, we could enable millions of SMEs across Indonesia to unlock the benefits of AI – increasing their productivity, accelerating innovation, and generating new business value. SMEs are the backbone of Indonesia’s digital economy, so empowering them with the right AI tools and resources is essential for building a resilient and inclusive digital economy in Indonesia. We are thrilled to see iSeller taking the charge in democratizing AI for SMEs.”
Pioneering AI technology for business growth
iSeller AI is designed to process large amounts of business data and generate actionable insights, tailored to each business’s unique needs. By analyzing historical data and transactions, the AI delivers precise, data-driven recommendations that help business owners make informed decisions in real time.
This comprehensive AI platform is not only a digital assistant but a true business partner—offering everything from routine task automation, like report generation, charts visualization, to predictive analytics that can transform business strategy. Business owners will benefit from enhanced customer satisfaction by using iSeller AI to better understand customer behavior and preferences, leading to more personalized service and engagement.
“Our AI technology goes beyond automation to deliver meaningful, actionable insights. With Deep Context Integration, we’ve built a system that truly understands each business’s unique needs, helping them operate more efficiently and strategically,” said Fina Mariana Soetarto, the Product Manager of iSeller AI. “iSeller AI will not only assist with day-to-day tasks but also empower business owners to drive long-term growth with intelligent decision-making.”
A leap forward for Indonesia’s SMEs
As Indonesia’s businesses become increasingly technology-driven, the launch of iSeller AI marks a critical milestone in the digital transformation of the country’s SME sector. With iSeller AI, business owners now have a professional, reliable, and always-available partner to help them run their businesses more efficiently and effectively.
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Investigating the effect of two covariates to an estimated parameter
Hi,
I would appreciate any type of help because I have a close deadline.
1. I have data for different patients and I want to investigate the effect of two covariates to an estimated parameter while I am fiting its value for individual patients. Am I able to to the fitting with two covariates? How this equation will be changed: exp(theta + theta1*covariate1 + eta)?
I really appreciate your help
ThanksHi,
I would appreciate any type of help because I have a close deadline.
1. I have data for different patients and I want to investigate the effect of two covariates to an estimated parameter while I am fiting its value for individual patients. Am I able to to the fitting with two covariates? How this equation will be changed: exp(theta + theta1*covariate1 + eta)?
I really appreciate your help
Thanks Hi,
I would appreciate any type of help because I have a close deadline.
1. I have data for different patients and I want to investigate the effect of two covariates to an estimated parameter while I am fiting its value for individual patients. Am I able to to the fitting with two covariates? How this equation will be changed: exp(theta + theta1*covariate1 + eta)?
I really appreciate your help
Thanks covariate MATLAB Answers — New Questions
Why are population estimated parameters values the same as individual estimated parameters values?
Hi,
I good patients data. I did population fit ‘mixed effect’. The fits for individual patients were very good but the population fit was not good for a few parameters. How could I solve that?
Also, for a few parameters, the population estimated parameters values were the same as individual estimated parameters values. I don’t know why did that happen. How could I solve that?
Thank you.Hi,
I good patients data. I did population fit ‘mixed effect’. The fits for individual patients were very good but the population fit was not good for a few parameters. How could I solve that?
Also, for a few parameters, the population estimated parameters values were the same as individual estimated parameters values. I don’t know why did that happen. How could I solve that?
Thank you. Hi,
I good patients data. I did population fit ‘mixed effect’. The fits for individual patients were very good but the population fit was not good for a few parameters. How could I solve that?
Also, for a few parameters, the population estimated parameters values were the same as individual estimated parameters values. I don’t know why did that happen. How could I solve that?
Thank you. population fit miyed effect MATLAB Answers — New Questions
