Search found 31 matches

by safaa
Wed Aug 27, 2014 12:34 pm
Forum: GeNIe
Topic: DBN parameter learning from data set
Replies: 3
Views: 3671

Re: DBN parameter learning from data set

Thank you.
by safaa
Wed Aug 27, 2014 6:46 am
Forum: GeNIe
Topic: DBN parameter learning from data set
Replies: 3
Views: 3671

Re: DBN parameter learning from data set

I mean the data set is too large to re-order it. beside i couldn't understand how to deal with the time series dialog that shows up when I choose parameter learning.
I would be grateful for your answer.
by safaa
Tue Aug 26, 2014 4:05 am
Forum: GeNIe
Topic: dbn prameter learning
Replies: 2
Views: 3077

Re: dbn prameter learning

I dont know the structure of the DBN. but when I refer to the reference [hul,2006]. I understand that parameter learning is done to DBN after we finish BN structure learning then manually make DBN, then we have parameter learning (Genie can do DBN parameter learning from dataset ) . so I could find ...
by safaa
Mon Aug 25, 2014 2:19 pm
Forum: GeNIe
Topic: DBN parameter learning from data set
Replies: 3
Views: 3671

DBN parameter learning from data set

hello; thank you for your helpful answers. to learn parameters there exist special format for variables to represent time (as it is shown in smile tutorials ) A A_0 A_1 B B_0 B_1 C C_0 C_1 t t t t t t t t t t f f t f f t f f what if we have 200 sample in each sample we have 20 events for example(fro...
by safaa
Mon Aug 25, 2014 2:08 pm
Forum: GeNIe
Topic: genie crashes
Replies: 8
Views: 6894

Re: genie crashes

thank you for your replay;
the problem was with windows 8 it self; I have run Genie on window 7 32bit Virtual machine. and it works very well.
by safaa
Sat Aug 23, 2014 6:43 am
Forum: GeNIe
Topic: genie crashes
Replies: 8
Views: 6894

genie crashes

Hello, I have downloaded latest Genie. i'm running it on win 8. I have read in the OS that it is probably work on win8 64bit, with 4GB RAM. it is crashes even i'm just learning on it. no complex network. it gives the message that genie asks for termination. I've ran Genie as admin it didn't work . I...
by safaa
Sat Aug 23, 2014 6:26 am
Forum: GeNIe
Topic: sample size meaning
Replies: 2
Views: 3155

Re: sample size meaning

thank you
by safaa
Sat Aug 23, 2014 4:23 am
Forum: GeNIe
Topic: dbn prameter learning
Replies: 2
Views: 3077

dbn prameter learning

hello ^_^ according to my understanding; for creating Dynamic Bayesian Netwok DBN, we first create BN then create DBN. in my case learn from data set . my question in prameter learning should we begin with BN first then DBN . or when we finish the Netwrok learning in this case DBN we make parameter ...
by safaa
Fri Aug 22, 2014 5:33 am
Forum: GeNIe
Topic: sample size meaning
Replies: 2
Views: 3155

sample size meaning

hello!
when learn new network from data set( which is 4827 data row)using bayesian search what is the the meaning of sample size is it 4827 trial as well (the same as the data row)?
by safaa
Sun Jun 22, 2014 9:41 am
Forum: GeNIe
Topic: learning and inference algorithms
Replies: 1
Views: 2510

learning and inference algorithms

Hello!
if we use algorithm say x for learning baysian network then should we use algorithm say y for inference or it doesn't matter . my point is there dependency between learning algorithm and bayesian algorithm? or if we use algorithm x for parameter learning and algorithm y for structure learning?
by safaa
Sun Jun 15, 2014 4:22 am
Forum: GeNIe
Topic: DBN descetize and time direction
Replies: 5
Views: 4926

Re: DBN descetize and time direction

[quote I am wildly guessing now but is your problem perhaps that you have discrete but numerical variables with outcomes like 0, 1, 2, etc? ][/quote] Yes they are discrete numerical value. to make things clear. in my research we are working withe sentenes. each sentence has words and each word has f...
by safaa
Tue Jun 10, 2014 6:02 am
Forum: GeNIe
Topic: DBN descetize and time direction
Replies: 5
Views: 4926

Re: DBN descetize and time direction

the variables i'm using for network learning are discrete random variables. when dataset is loaded into genie we first have to discretize it and choose the quantile like 2q,4q....etc. but it is already discrete.
so what is the benefit?
by safaa
Sun Jun 08, 2014 7:22 am
Forum: GeNIe
Topic: DBN descetize and time direction
Replies: 5
Views: 4926

DBN descetize and time direction

Hello; thank you for answering my questions, although sometimes it seems trivial.but i'm beginner. I want to use Dynamic Bayesian network.to learn and inference in natural language processing. the dataset is a set of sentences each sentence has set of words.sentence are the experiments, words are th...
by safaa
Sun Jun 08, 2014 6:41 am
Forum: GeNIe
Topic: dynamic bayesian network inference
Replies: 4
Views: 4278

Re: dynamic bayesian network inference

thank you
by safaa
Fri Jun 06, 2014 8:19 am
Forum: GeNIe
Topic: dynamic bayesian network inference
Replies: 4
Views: 4278

Re: dynamic bayesian network inference

2. when we finish Dyanmic bayesian network and parameters are ready:how to extract the rules(predictions)? according to what I learned from the tutorials. to know the values of variables 1.choose value for one node 2. see what other values for each node will be for example :a,b,c nodes a=x then b =...