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	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/35176/perloneliner-for-bioinformatician</guid>
	<pubDate>Mon, 15 Jan 2018 04:57:40 -0600</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/35176/perloneliner-for-bioinformatician</link>
	<title><![CDATA[PerlOneLiner for Bioinformatician]]></title>
	<description><![CDATA[<p>FILE SPACING<br />------------</p><p># Double space a file<br />perl -pe '$\="\n"'<br />perl -pe 'BEGIN { $\="\n" }'<br />perl -pe '$_ .= "\n"'<br />perl -pe 's/$/\n/'<br />perl -nE 'say'</p><p># Double space a file, except the blank lines<br />perl -pe '$_ .= "\n" unless /^$/'<br />perl -pe '$_ .= "\n" if /\S/'</p><p># Triple space a file<br />perl -pe '$\="\n\n"'<br />perl -pe '$_.="\n\n"'</p><p># N-space a file<br />perl -pe '$_.="\n"x7'</p><p># Add a blank line before every line<br />perl -pe 's//\n/'</p><p># Remove all blank lines<br />perl -ne 'print unless /^$/'<br />perl -lne 'print if length'<br />perl -ne 'print if /\S/'</p><p># Remove all consecutive blank lines, leaving just one<br />perl -00 -pe ''<br />perl -00pe0</p><p># Compress/expand all blank lines into N consecutive ones<br />perl -00 -pe '$_.="\n"x4'</p><p># Fold a file so that every set of 10 lines becomes one tab-separated line<br />perl -lpe '$\ = $. % 10 ? "\t" : "\n"'</p><p><br />LINE NUMBERING<br />--------------</p><p># Number all lines in a file<br />perl -pe '$_ = "$. $_"'</p><p># Number only non-empty lines in a file<br />perl -pe '$_ = ++$a." $_" if /./'</p><p># Number and print only non-empty lines in a file (drop empty lines)<br />perl -ne 'print ++$a." $_" if /./'</p><p># Number all lines but print line numbers only non-empty lines<br />perl -pe '$_ = "$. $_" if /./'</p><p># Number only lines that match a pattern, print others unmodified<br />perl -pe '$_ = ++$a." $_" if /regex/'</p><p># Number and print only lines that match a pattern<br />perl -ne 'print ++$a." $_" if /regex/'</p><p># Number all lines, but print line numbers only for lines that match a pattern<br />perl -pe '$_ = "$. $_" if /regex/'</p><p># Number all lines in a file using a custom format (emulate cat -n)<br />perl -ne 'printf "%-5d %s", $., $_'</p><p># Print the total number of lines in a file (emulate wc -l)<br />perl -lne 'END { print $. }'<br />perl -le 'print $n=()=&lt;&gt;'<br />perl -le 'print scalar(()=&lt;&gt;)'<br />perl -le 'print scalar(@foo=&lt;&gt;)'<br />perl -ne '}{print $.'<br />perl -nE '}{say $.'</p><p># Print the number of non-empty lines in a file<br />perl -le 'print scalar(grep{/./}&lt;&gt;)'<br />perl -le 'print ~~grep{/./}&lt;&gt;'<br />perl -le 'print~~grep/./,&lt;&gt;'<br />perl -E 'say~~grep/./,&lt;&gt;'</p><p># Print the number of empty lines in a file<br />perl -lne '$a++ if /^$/; END {print $a+0}'<br />perl -le 'print scalar(grep{/^$/}&lt;&gt;)'<br />perl -le 'print ~~grep{/^$/}&lt;&gt;'<br />perl -E 'say~~grep{/^$/}&lt;&gt;'</p><p># Print the number of lines in a file that match a pattern (emulate grep -c)<br />perl -lne '$a++ if /regex/; END {print $a+0}'<br />perl -nE '$a++ if /regex/; END {say $a+0}'</p><p><br />CALCULATIONS<br />------------</p><p># Check if a number is a prime<br />perl -lne '(1x$_) !~ /^1?$|^(11+?)\1+$/ &amp;&amp; print "$_ is prime"'</p><p># Print the sum of all the fields on a line<br />perl -MList::Util=sum -alne 'print sum @F'</p><p># Print the sum of all the fields on all lines<br />perl -MList::Util=sum -alne 'push @S,@F; END { print sum @S }'<br />perl -MList::Util=sum -alne '$s += sum @F; END { print $s }'</p><p># Shuffle all fields on a line<br />perl -MList::Util=shuffle -alne 'print "@{[shuffle @F]}"'<br />perl -MList::Util=shuffle -alne 'print join " ", shuffle @F'</p><p># Find the minimum element on a line<br />perl -MList::Util=min -alne 'print min @F'</p><p># Find the minimum element over all the lines<br />perl -MList::Util=min -alne '@M = (@M, @F); END { print min @M }'<br />perl -MList::Util=min -alne '$min = min @F; $rmin = $min unless defined $rmin &amp;&amp; $min &gt; $rmin; END { print $rmin }'</p><p># Find the maximum element on a line<br />perl -MList::Util=max -alne 'print max @F'</p><p># Find the maximum element over all the lines<br />perl -MList::Util=max -alne '@M = (@M, @F); END { print max @M }'</p><p># Replace each field with its absolute value<br />perl -alne 'print "@{[map { abs } @F]}"'</p><p># Find the total number of fields (words) on each line<br />perl -alne 'print scalar @F'</p><p># Print the total number of fields (words) on each line followed by the line<br />perl -alne 'print scalar @F, " $_"'</p><p># Find the total number of fields (words) on all lines<br />perl -alne '$t += @F; END { print $t}'</p><p># Print the total number of fields that match a pattern<br />perl -alne 'map { /regex/ &amp;&amp; $t++ } @F; END { print $t }'<br />perl -alne '$t += /regex/ for @F; END { print $t }'<br />perl -alne '$t += grep /regex/, @F; END { print $t }'</p><p># Print the total number of lines that match a pattern<br />perl -lne '/regex/ &amp;&amp; $t++; END { print $t }'</p><p># Print the number PI to n decimal places<br />perl -Mbignum=bpi -le 'print bpi(n)'</p><p># Print the number PI to 39 decimal places<br />perl -Mbignum=PI -le 'print PI'</p><p># Print the number E to n decimal places<br />perl -Mbignum=bexp -le 'print bexp(1,n+1)'</p><p># Print the number E to 39 decimal places<br />perl -Mbignum=e -le 'print e'</p><p># Print UNIX time (seconds since Jan 1, 1970, 00:00:00 UTC)<br />perl -le 'print time'</p><p># Print GMT (Greenwich Mean Time) and local computer time<br />perl -le 'print scalar gmtime'<br />perl -le 'print scalar localtime'</p><p># Print local computer time in H:M:S format<br />perl -le 'print join ":", (localtime)[2,1,0]'</p><p># Print yesterday's date<br />perl -MPOSIX -le '@now = localtime; $now[3] -= 1; print scalar localtime mktime @now'</p><p># Print date 14 months, 9 days and 7 seconds ago<br />perl -MPOSIX -le '@now = localtime; $now[0] -= 7; $now[4] -= 14; $now[7] -= 9; print scalar localtime mktime @now'</p><p># Prepend timestamps to stdout (GMT, localtime)<br />tail -f logfile | perl -ne 'print scalar gmtime," ",$_'<br />tail -f logfile | perl -ne 'print scalar localtime," ",$_'</p><p># Calculate factorial of 5<br />perl -MMath::BigInt -le 'print Math::BigInt-&gt;new(5)-&gt;bfac()'<br />perl -le '$f = 1; $f *= $_ for 1..5; print $f'</p><p># Calculate greatest common divisor (GCM)<br />perl -MMath::BigInt=bgcd -le 'print bgcd(@list_of_numbers)'</p><p># Calculate GCM of numbers 20 and 35 using Euclid's algorithm<br />perl -le '$n = 20; $m = 35; ($m,$n) = ($n,$m%$n) while $n; print $m'</p><p># Calculate least common multiple (LCM) of numbers 35, 20 and 8<br />perl -MMath::BigInt=blcm -le 'print blcm(35,20,8)'</p><p># Calculate LCM of 20 and 35 using Euclid's formula: n*m/gcd(n,m)<br />perl -le '$a = $n = 20; $b = $m = 35; ($m,$n) = ($n,$m%$n) while $n; print $a*$b/$m'</p><p># Generate 10 random numbers between 5 and 15 (excluding 15)<br />perl -le '$n=10; $min=5; $max=15; $, = " "; print map { int(rand($max-$min))+$min } 1..$n'</p><p># Find and print all permutations of a list<br />perl -MAlgorithm::Permute -le '$l = [1,2,3,4,5]; $p = Algorithm::Permute-&gt;new($l); print @r while @r = $p-&gt;next'</p><p># Generate the power set<br />perl -MList::PowerSet=powerset -le '@l = (1,2,3,4,5); for (@{powerset(@l)}) { print "@$_" }'</p><p># Convert an IP address to unsigned integer<br />perl -le '$i=3; $u += ($_&lt;&lt;8*$i--) for "127.0.0.1" =~ /(\d+)/g; print $u'<br />perl -le '$ip="127.0.0.1"; $ip =~ s/(\d+)\.?/sprintf("%02x", $1)/ge; print hex($ip)'<br />perl -le 'print unpack("N", 127.0.0.1)'<br />perl -MSocket -le 'print unpack("N", inet_aton("127.0.0.1"))'</p><p># Convert an unsigned integer to an IP address<br />perl -MSocket -le 'print inet_ntoa(pack("N", 2130706433))'<br />perl -le '$ip = 2130706433; print join ".", map { (($ip&gt;&gt;8*($_))&amp;0xFF) } reverse 0..3'<br />perl -le '$ip = 2130706433; $, = "."; print map { (($ip&gt;&gt;8*($_))&amp;0xFF) } reverse 0..3'</p><p><br />STRING CREATION AND ARRAY CREATION<br />----------------------------------</p><p># Generate and print the alphabet<br />perl -le 'print a..z'<br />perl -le 'print ("a".."z")'<br />perl -le '$, = ","; print ("a".."z")'<br />perl -le 'print join ",", ("a".."z")'</p><p># Generate and print all the strings from "a" to "zz"<br />perl -le 'print ("a".."zz")'<br />perl -le 'print "aa".."zz"'</p><p># Create a hex lookup table<br />@hex = (0..9, "a".."f")</p><p># Convert a decimal number to hex using @hex lookup table<br />perl -le '$num = 255; @hex = (0..9, "a".."f"); while ($num) { $s = $hex[($num%16)&amp;15].$s; $num = int $num/16 } print $s'<br />perl -le '$hex = sprintf("%x", 255); print $hex'<br />perl -le '$num = "ff"; print hex $num'</p><p># Generate a random 8 character password<br />perl -le 'print map { ("a".."z")[rand 26] } 1..8'<br />perl -le 'print map { ("a".."z", 0..9)[rand 36] } 1..8'</p><p># Create a string of specific length<br />perl -le 'print "a"x50'</p><p># Create a repeated list of elements<br />perl -le '@list = (1,2)x20; print "@list"'</p><p># Create an array from a string<br />@months = split ' ', "Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec"<br />@months = qw/Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec/</p><p># Create a string from an array<br />@stuff = ("hello", 0..9, "world"); $string = join '-', @stuff</p><p># Find the numeric values for characters in the string<br />perl -le 'print join ", ", map { ord } split //, "hello world"'</p><p># Convert a list of numeric ASCII values into a string<br />perl -le '@ascii = (99, 111, 100, 105, 110, 103); print pack("C*", @ascii)'<br />perl -le '@ascii = (99, 111, 100, 105, 110, 103); print map { chr } @ascii'</p><p># Generate an array with odd numbers from 1 to 100<br />perl -le '@odd = grep {$_ % 2 == 1} 1..100; print "@odd"'<br />perl -le '@odd = grep { $_ &amp; 1 } 1..100; print "@odd"'</p><p># Generate an array with even numbers from 1 to 100<br />perl -le '@even = grep {$_ % 2 == 0} 1..100; print "@even"'</p><p># Find the length of the string<br />perl -le 'print length "one-liners are great"'</p><p># Find the number of elements in an array<br />perl -le '@array = ("a".."z"); print scalar @array'<br />perl -le '@array = ("a".."z"); print $#array + 1'</p><p><br />TEXT CONVERSION AND SUBSTITUTION<br />--------------------------------</p><p># ROT13 a string<br />'y/A-Za-z/N-ZA-Mn-za-m/'</p><p># ROT 13 a file<br />perl -lpe 'y/A-Za-z/N-ZA-Mn-za-m/' file</p><p># Base64 encode a string<br />perl -MMIME::Base64 -e 'print encode_base64("string")'<br />perl -MMIME::Base64 -0777 -ne 'print encode_base64($_)' file</p><p># Base64 decode a string<br />perl -MMIME::Base64 -le 'print decode_base64("base64string")'<br />perl -MMIME::Base64 -ne 'print decode_base64($_)' file</p><p># URL-escape a string<br />perl -MURI::Escape -le 'print uri_escape($string)'</p><p># URL-unescape a string<br />perl -MURI::Escape -le 'print uri_unescape($string)'</p><p># HTML-encode a string<br />perl -MHTML::Entities -le 'print encode_entities($string)'</p><p># HTML-decode a string<br />perl -MHTML::Entities -le 'print decode_entities($string)'</p><p># Convert all text to uppercase<br />perl -nle 'print uc'<br />perl -ple '$_=uc'<br />perl -nle 'print "\U$_"'</p><p># Convert all text to lowercase<br />perl -nle 'print lc'<br />perl -ple '$_=lc'<br />perl -nle 'print "\L$_"'</p><p># Uppercase only the first word of each line<br />perl -nle 'print ucfirst lc'<br />perl -nle 'print "\u\L$_"'</p><p># Invert the letter case<br />perl -ple 'y/A-Za-z/a-zA-Z/'</p><p># Camel case each line<br />perl -ple 's/(\w+)/\u$1/g'<br />perl -ple 's/(?&lt;!['])(\w+)/\u\1/g'</p><p># Strip leading whitespace (spaces, tabs) from the beginning of each line<br />perl -ple 's/^[ \t]+//'<br />perl -ple 's/^\s+//'</p><p># Strip trailing whitespace (space, tabs) from the end of each line<br />perl -ple 's/[ \t]+$//'</p><p># Strip whitespace from the beginning and end of each line<br />perl -ple 's/^[ \t]+|[ \t]+$//g'</p><p># Convert UNIX newlines to DOS/Windows newlines<br />perl -pe 's|\n|\r\n|'</p><p># Convert DOS/Windows newlines to UNIX newlines<br />perl -pe 's|\r\n|\n|'</p><p># Convert UNIX newlines to Mac newlines<br />perl -pe 's|\n|\r|'</p><p># Substitute (find and replace) "foo" with "bar" on each line<br />perl -pe 's/foo/bar/'</p><p># Substitute (find and replace) all "foo"s with "bar" on each line<br />perl -pe 's/foo/bar/g'</p><p># Substitute (find and replace) "foo" with "bar" on lines that match "baz"<br />perl -pe '/baz/ &amp;&amp; s/foo/bar/'</p><p># Binary patch a file (find and replace a given array of bytes as hex numbers)<br />perl -pi -e 's/\x89\xD8\x48\x8B/\x90\x90\x48\x8B/g' file</p><p><br />SELECTIVE PRINTING AND DELETING OF CERTAIN LINES<br />------------------------------------------------</p><p># Print the first line of a file (emulate head -1)<br />perl -ne 'print; exit'</p><p># Print the first 10 lines of a file (emulate head -10)<br />perl -ne 'print if $. &lt;= 10'<br />perl -ne '$. &lt;= 10 &amp;&amp; print'<br />perl -ne 'print if 1..10'</p><p># Print the last line of a file (emulate tail -1)<br />perl -ne '$last = $_; END { print $last }'<br />perl -ne 'print if eof'</p><p># Print the last 10 lines of a file (emulate tail -10)<br />perl -ne 'push @a, $_; @a = @a[@a-10..$#a]; END { print @a }'</p><p># Print only lines that match a regular expression<br />perl -ne '/regex/ &amp;&amp; print'</p><p># Print only lines that do not match a regular expression<br />perl -ne '!/regex/ &amp;&amp; print'</p><p># Print the line before a line that matches a regular expression<br />perl -ne '/regex/ &amp;&amp; $last &amp;&amp; print $last; $last = $_'</p><p># Print the line after a line that matches a regular expression<br />perl -ne 'if ($p) { print; $p = 0 } $p++ if /regex/'</p><p># Print lines that match regex AAA and regex BBB in any order<br />perl -ne '/AAA/ &amp;&amp; /BBB/ &amp;&amp; print'</p><p># Print lines that don't match match regexes AAA and BBB<br />perl -ne '!/AAA/ &amp;&amp; !/BBB/ &amp;&amp; print'</p><p># Print lines that match regex AAA followed by regex BBB followed by CCC<br />perl -ne '/AAA.*BBB.*CCC/ &amp;&amp; print'</p><p># Print lines that are 80 chars or longer<br />perl -ne 'print if length &gt;= 80'</p><p># Print lines that are less than 80 chars in length<br />perl -ne 'print if length &lt; 80'</p><p># Print only line 13<br />perl -ne '$. == 13 &amp;&amp; print &amp;&amp; exit'</p><p># Print all lines except line 27<br />perl -ne '$. != 27 &amp;&amp; print'<br />perl -ne 'print if $. != 27'</p><p># Print only lines 13, 19 and 67<br />perl -ne 'print if $. == 13 || $. == 19 || $. == 67'<br />perl -ne 'print if int($.) ~~ (13, 19, 67)'</p><p># Print all lines between two regexes (including lines that match regex)<br />perl -ne 'print if /regex1/../regex2/'</p><p># Print all lines from line 17 to line 30<br />perl -ne 'print if $. &gt;= 17 &amp;&amp; $. &lt;= 30'<br />perl -ne 'print if int($.) ~~ (17..30)'<br />perl -ne 'print if grep { $_ == $. } 17..30'</p><p># Print the longest line<br />perl -ne '$l = $_ if length($_) &gt; length($l); END { print $l }'</p><p># Print the shortest line<br />perl -ne '$s = $_ if $. == 1; $s = $_ if length($_) &lt; length($s); END { print $s }'</p><p># Print all lines that contain a number<br />perl -ne 'print if /\d/'</p><p># Find all lines that contain only a number<br />perl -ne 'print if /^\d+$/'</p><p># Print all lines that contain only characters<br />perl -ne 'print if /^[[:alpha:]]+$/</p><p># Print every second line<br />perl -ne 'print if $. % 2'</p><p># Print every second line, starting the second line<br />perl -ne 'print if $. % 2 == 0'</p><p># Print all lines that repeat<br />perl -ne 'print if ++$a{$_} == 2'</p><p># Print all unique lines<br />perl -ne 'print unless $a{$_}++'</p><p># Print the first field (word) of every line (emulate cut -f 1 -d ' ')<br />perl -alne 'print $F[0]'</p><p><br />HANDY REGULAR EXPRESSIONS<br />-------------------------</p><p># Match something that looks like an IP address<br />/^\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}$/<br />/^(\d{1,3}\.){3}\d{1,3}$/</p><p># Test if a number is in range 0-255<br />/^([0-9]|[0-9][0-9]|1[0-9][0-9]|2[0-4][0-9]|25[0-5])$/</p><p># Match an IP address<br />my $ip_part = qr|([0-9]|[0-9][0-9]|1[0-9][0-9]|2[0-4][0-9]|25[0-5])|;<br />if ($ip =~ /^($ip_part\.){3}$ip_part$/) {<br /> say "valid ip";<br />}</p><p># Check if the string looks like an email address<br />/\S+@\S+\.\S+/</p><p># Check if the string is a decimal number<br />/^\d+$/<br />/^[+-]?\d+$/<br />/^[+-]?\d+\.?\d*$/</p><p># Check if the string is a hexadecimal number<br />/^0x[0-9a-f]+$/i</p><p># Check if the string is an octal number<br />/^0[0-7]+$/</p><p># Check if the string is binary<br />/^[01]+$/</p><p># Check if a word appears twice in the string<br />/(word).*\1/</p><p># Increase all numbers by one in the string<br />$str =~ s/(\d+)/$1+1/ge</p><p># Extract HTTP User-Agent string from the HTTP headers<br />/^User-Agent: (.+)$/</p><p># Match printable ASCII characters<br />/[ -~]/</p><p># Match unprintable ASCII characters<br />/[^ -~]/</p><p># Match text between two HTML tags<br />m|&lt;strong&gt;([^&lt;]*)&lt;/strong&gt;|<br />m|&lt;strong&gt;(.*?)&lt;/strong&gt;|</p><p># Replace all &lt;b&gt; tags with &lt;strong&gt;<br />$html =~ s|&lt;(/)?b&gt;|&lt;$1strong&gt;|g</p><p># Extract all matches from a regular expression<br />my @matches = $text =~ /regex/g;</p><p><br />PERL TRICKS<br />-----------</p><p># Print the version of a Perl module<br />perl -MModule -le 'print $Module::VERSION'<br />perl -MLWP::UserAgent -le 'print $LWP::UserAgent::VERSION'</p>]]></description>
	<dc:creator>Shruti Paniwala</dc:creator>
</item>
<item>
	<guid isPermaLink="true">https://bioinformaticsonline.com/pages/view/2261/best-book-titles-for-learning-bionformatics</guid>
	<pubDate>Tue, 13 Aug 2013 17:31:51 -0500</pubDate>
	<link>https://bioinformaticsonline.com/pages/view/2261/best-book-titles-for-learning-bionformatics</link>
	<title><![CDATA[Best book Titles for Learning Bionformatics]]></title>
	<description><![CDATA[<p>Nothing can add to our intellect more than reading a book. &nbsp;In books, we can experience new things that we would not normally be able to experience. It is proved that books can change our lives and other people&rsquo;s lives. Reading can make us more intelligent, updated, imaginative. Without reading we wouldn&rsquo;t know anything that we know today. There are several book, online and offile to read and I can't mentioned all of them here in the list. Therefore, I mentioned some bioinformatics and its related books in subgroups. Hope you will like the list.&nbsp;</p><p>Sequence Analysis and General Bioinformatics</p><ul>
<li>BLAST, Ian Korf, Mark Yandell, Joseph Bedell, 2003, O'Reilly</li>
<li>Sequence Analysis in a Nutshell: A Guide to Common Tools and Databases, Scott Markel, Darryl Leon, 2003, O'Reilly</li>
<li>Bioinformatics for Geneticists, Michael Barnes, Ian C Gray (Editors), 2003, John Wiley &amp; Sons</li>
<li>Bioinformatics for Dummies, Jean-Michel Claverie, Cedric Notredame, 2003, John Wiley &amp; Sons</li>
<li>Mathematics of Genome Analysis, Jerome K. Percus, 2002, Cambridge Univ Press</li>
<li>Bioinformatics Computing, Bryan P. Bergeron, 2002, Prentice Hall</li>
<li>Evolutionary Computation in Bioinformatics, Gary B. Fogel, David W. Corne (Editors), 2002, Morgan Kaufmann</li>
<li>Introduction to Bioinformatics, Arthur M. Lesk, 2002, Oxford University Press</li>
<li>Instant Notes in Bioinformatics, D.R. Westhead, J. H. Parish, R.M. Twyman, 2002, Bios Scientific Pub</li>
<li>Fundamental Concepts of Bioinformatics, Dan E. Krane, Michael L. Raymer, Michaeel L. Raymer, Elaine Nicpon Marieb, 2002, Benjamin/Cummings</li>
<li>Essentials of Genomics and Bioinformatics, C. W. Sensen (Editor), 2002, John Wiley &amp; Sons</li>
<li>Current Topics in Computational Molecular Biology (Computational Molecular Biology), Tao Jiang, Ying Xu, Michael Zhang (Editors), 2002, MIT Press</li>
<li>Hidden Markov Models for Bioinformatics, Timo Koski, Timo Koskinen, 2001, Kluwer Academic Publishers</li>
<li>Bioinformatics: From Genomes to Drugs, Thomas Lengauer (Editor), 2001, John Wiley &amp; Sons</li>
<li>Statistical Methods in Bioinformatics: An Introduction (Statistics for Biology and Health), Warren Ewens, Gregory Grant, 2001, Springer Verlag</li>
<li>Bioinformatics: A Practical Guide to the Analysis of Genes and Proteins, Second Edition, Andreas D. Baxevanis, B. F. Francis Ouellette, 2001, Wiley-Interscience</li>
<li>Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning), Pierre Baldi, Soren Brunak, Sren Brunak, 2001, MIT Press</li>
<li>Introduction to Bioinformatics, T eresa Attwood, David Parry-Smith, 2001, Prentice Hall</li>
<li>Bioinformatics: A Primer, Charles Staben, 2001, Jones &amp; Bartlett Pub</li>
<li>Data Analysis and Classification for Bioinformatics, Arun Jagota, 2000, AKJ Academics</li>
<li>Bioinformatics: Sequence and Genome Analysis, David W. Mount, 2001, Cold Spring Harbor Laboratory Press</li>
<li>Bioinformatics: A Biologist's Guide to Biocomputing and the Internet, Stuart M. Brown, 2000, Eaton Pub Co</li>
<li>Bioinformatics: Sequence, Structure and Databanks: A Practical Approach (The Practical Approach Series, 236), Des Higgins (Editor), Willie Taylor (Editor), 2000, Oxford Univ Press</li>
<li>Neural Networks and Genome Informatics, Cathy H. Wu, Jerry W. McLarty, 2000, Elsevier Science</li>
<li>Computational Molecular Biology: An Introduction (Wiley Series in Mathematical and Computational Biology), Peter Clote and Rolf Backofen, 2000, John Wiley &amp; Sons</li>
<li>Computational Molecular Biology: An Algorithmic Approach, Pavel A. Pevzner, 2000, MIT Press</li>
<li>Post-Genome Informatics, Minoru Kanehisa, 2000, Oxford Univ Press</li>
<li>Mathematical and Computational Biology: Computational Morphogenesis, Hierarchical Complexity, and Digital Evolution, Chrystopher L. Nehaniv, 1999, American Mathematical Society</li>
<li>Pattern Discovery in Biomolecular Data: Tools, Techniques, and Applications, Jason T. L. Wang, Bruce A. Shapiro, Dennis Elliott Shasha (Editors), 1999, Oxford Univ Press</li>
<li>Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison, David Sankoff and Joseph Kruskal (Editors), 1999, Cambridge University Press</li>
<li>Bioinformatics Basics: Applications in Biological Science and Medicine, Hooman Rashidi, 1999, CRC Press</li>
<li>Bioinformatics: Methods and Protocols (Methods in Molecular Biology, Vol 132), Stephen Misener and Stephen A. Krawetz (Editors),1999, Humana Press</li>
<li>Bioinformatics: Databases and Systems, Stanley Letovsky (Editor),1999, Kluwer Academic Publishers</li>
<li>Computational Molecular Biology, P. Green, 1998, Blackwell Science Inc.</li>
<li>Computational Methods in Molecular Biology (New Comprehensive Biochemistry, V. 32), Steven L. Salzberg, David B. Searls, Simon Kasif (Editors), 1998, Elsevier Science Ltd.</li>
<li>Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids, Richard Durbin, S. Eddy, A. Krogh, G. Mitchison, 1998, Cambridge University Press</li>
<li>Guide to Human Genome Computing, M. J. Bishop (Editor), 1998, Academic Press</li>
<li>Introduction to Computational Molecular Biology, Joao Meidanis, Joao C. Setabal, 1997, PWS Pub. Co.</li>
<li>Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology, Dan Gusfield, 1997, Cambridge University Press</li>
<li>Sequence Data Analysis Guidebook, Simon R. Swindell (Editor), 1997, Humana Press</li>
<li>High Performance Computational Methods for Biological Sequence Analysis, Tieng K. Yap, Ophir Frieder, Robert L. Martino, 1996, Kluwer Academic Pub.</li>
<li>Computer Methods for Macromolecular Sequence Analysis, Methods in Enzymology, volume 266, Russell F. Doolittle (Editor), 1996, Academic Press</li>
<li>DNA and Protein Sequence Analysis: A Practical Approach (Practical Approach Series , No 171), 1996, M. J. Bishop and C. J. Rawlings (Editors), 1996, IRL Press</li>
<li>Molecular Bioinformatics: Algorithms and Applications, Steffen Schulze-Kremer, 1995, Walter De Gruyter</li>
<li>Introduction to Computational Biology - Maps, sequences and genomes, Michael S. Waterman, 1995, Chapman &amp; Hall</li>
<li>Computer Analysis of Sequence Data, Annette M. Griffin and Hugh G. Griffin (Editors), 1994, Humana Press</li>
<li>Artificial Intelligence and Molecular Biology, Lawrence Hunter (Editor), 1993, AAAI Press</li>
<li>Sequence Analysis Primer, Michael Gribskov and John Devereux (Editors), 1992, Oxford University Press</li>
<li>Mathematical Methods of Analysis of Biopolymer Sequences (Dimacs Series in Discrete Mathematics and Theoretical Computer Science ; Volume 8), S. G. Gindikin, 1992, American Mathematical Society</li>
<li>Mathematical Methods for DNA Sequences, Michael S. Waterman (Editor), 1989, CRC Press</li>
</ul><p>Programming Books for Bioinformatics</p><ul>
<li>Mastering Perl for Bioinformatics, James D. Tisdall, 2003, O'Reilly</li>
<li>Genomic Perl: From Bioinformatics Basics to Working Code, Rex A. Dwyer, 2002, Cambridge University Press</li>
<li>Beginning Perl for Bioinformatics, James Tisdall, 2001, O'Reilly</li>
<li>Developing Bioinformatics Computer Skills, Cynthia Gibas, Per Jambeck, 2001, O'Reilly</li>
</ul><p>General Genomics</p><ul>
<li>Functional Microbial Genomics (Volume 33), Brendan Wren, Nick Dorrell, 2003, Academic Press</li>
<li>Discovering Genomics, Proteomics, and Bioinformatics, A. Malcolm Campbell, Laurie J. Heyer, 2002, Benjamin/Cummings</li>
<li>Genomes, Terence A. Brown, 2002, John Wiley &amp; Sons</li>
<li>Essentials of Medical Genomics, Stuart M. Brown , 2002, John Wiley &amp; Sons</li>
<li>A Primer of Genome Science, Greg Gibson, Spencer V. Muse, 2002, Sinauer Associates</li>
<li>Pathogen Genomics: Impact on Human Health, Karen Joy, Phd Shaw (Editors), 2002, Humana Press</li>
<li>Genomics, John E. Antonopoulos, 2000, Xlibris Corporation</li>
<li>Genomics and Proteomics: Functional and Computational Aspects, Sandor Suhai (Editor), 2000, Plenum Pub Corp</li>
<li>Functional Genomics: A Practical Approach (The Practical Approach Series, 235), S. Hunt and F. Livesey (Editors), 2000, Oxford Univ Press</li>
<li>Human Molecular Genetics, Andrew P. Read, Tom Strachan 1999, BIOS Scientific Publishers Ltd.</li>
<li>Genomics: The Science and Technology Behind the Human Genome Project, Charles R. Cantor and Cassandra L. Smith, 1999, John Wiley &amp; Sons</li>
<li>Cells: A Laboratory Manual, 3 volumes, David L. Spector, Robert D. Goldman, Leslie A. Leinwand, 1998, Cold Spring Harbor Laboratory Press</li>
<li>Genome Analysis: A Laboratory Manual, 4 volumes, Bruce Birren, et al. (Editors), 1997, Cold Spring Harbor Laboratory Press</li>
<li>The Human Genome Project, N. G. Cooper (Editor), 1994, University Science Books</li>
</ul><p>Comparative Genomics</p><ul>
<li>Handbook of Comparative Genomics: Principles and Methodology, Cecilia Saccone, Graziano Pesole, 2003, Wiley-Liss</li>
<li>Sequence - Evolution - Function: Computational Approaches in Comparative Genomics, Eugene V. Koonin, Michael Y. Galperin, 2002, Kluwer Academic Publishers</li>
<li>Comparative Genomics - Empirical and Analytical Approaches to Gene Order Dynamics, Map Alignment and the Evolution of Gene Families, David Sankoff and Joseph H. Nadeau, 2000, Kluwer Academic Pub</li>
<li>Comparative Genomics, Melody Clark (Editor), 2000, Kluwer Academic Pub</li>
</ul><p>Proteomics</p><ul>
<li>Proteins and Proteomics: A Laboratory Manual, Richard J. Simpson (Editor), Cold Spring Harbor Laboratory</li>
<li>Proteomics in Practice: A Laboratory Manual of Proteome Analysis , Reiner Westermeier, Tom Naven, 2002, John Wiley &amp; Sons</li>
<li>Posttranslational Modifications of Proteins: Tools for Functional Proteomics (Methods in Molecular Biology, Vol 194) , Christoph Kannicht (Editor), 2002, Humana Press</li>
<li>Peptide Arrays on Membrane Supports: Synthesis and Applications (Springer Lab Manual), Joachim Koch, Michael Mahler (Editors), 2002, Springer Verlag</li>
<li>Proteomics , Timothy Palzkill, 2002, Kluwer Academic Publishers</li>
<li>Introduction to Proteomics: Tools for the New Biology , Daniel C. Liebler (Editor), 2001, Humana Press</li>
<li>Proteome Research: Mass Spectrometry (Principles and Practice) , P. James (Editor), 2001, Springer Verlag</li>
<li>Interpreting Protein Mass Spectra: A Comprehensive Resource , A. Peter Snyder, 2000, American Chemical Society</li>
<li>Protein Sequencing and Identification Using Tandem Mass Spectrometry , Michael Kinter, Nicholas E. Sherman, 2000, Wiley-Interscience</li>
<li>From Genome to Proteome: Advances in the Practice and Application of Proteomics, Michael J. Dunn (Editor), 2000, Vch Verlagsgesellschaft Mbh</li>
<li>Proteomics: From Protein Sequence to Function, S. Pennington (Editor), M. Dunn (Editor), 2000, Springer Verlag</li>
<li>Proteome Research: Two-Dimensional Gel Electrophoresis and Detection Methods (Principles and Practice), T. Rabilloud (Editor), 2000, Springer Verlag</li>
<li>Proteome and Protein Analysis, R. M. Kamp, D. Kyriakidis, th Choli-Papadopoulou (Editor), 1999, Springer Verlag</li>
<li>Proteome Research: New Frontiers in Functional Genomics, M. R. Wilkins, et al. (Editors), 1997, Springer Verlag</li>
</ul><p>Protein Structure</p><ul>
<li>Structural Bioinformatics, Philip E. Bourne, Helge Weissig (Editors), 2003, John Wiley &amp; Sons</li>
<li>Protein Structure Prediction: Bioinfomatic Approach, I.F. Tsigelny, 2002, International University Line</li>
<li>Introduction to Protein Architecture: The Structural Biology of Proteins, Arthur M. Lesk, 2001, Oxford University Press</li>
<li>Protein Structure Prediction: Methods and Protocols, David M. Webster (Editor), 2000, Humana Press</li>
<li>Introduction to Protein Structure, Carl-Ivar Branden, John Tooze, 1999, Garland Publishing</li>
<li>Structure and Mechanism in Protein Science: A Guide to Enzyme Catalysis and Protein Folding, Alan Fersht, 1999, Freeman</li>
</ul><p>Pharmacogenomics</p><ul>
<li>Pharmacogenomics: Social, Ethical, and Clinical Dimensions, Mark A. Rothstein (Editor), 2003, Wiley-Liss</li>
<li>Pharmacogenomics: The Search for Individualized Therapies, Julio Licinio, Ma-Li Wong (Editors), 2002, John Wiley &amp; Sons</li>
<li>Pharmacogenomics, Werner Kalow, Urs A. Meyer, Rachel Tyndale (Editors), 2001, Marcel Dekker</li>
<li>Pharmacogenetics and Pharmcogenomics: Recent Conceptual and Technical Advances (Pharmacology, Volume 61, Number 3, 2000), Elliot S. Vesell (Editor), 2000, S. Karger Publishing</li>
<li>Pharmacogenetics, Wendell Weber, 1997, Oxford University Press</li>
</ul><p>DNA Microarrays</p><ul>
<li>Statistical Analysis of Gene Expression Microarray Data, T. P. Speed (Editor), 2003, CRC Press</li>
<li>Microarray Gene Expression Data Analysis: A Beginner's Guide, Helen C. Causton, John Quackenbush, Alvis Brazma, 2003, Blackwell Publishers</li>
<li>The Analysis of Gene Expression Data (Statistics for Biology and Health), G. Parmigiani, E. S. Garrett, R. A. Irizarry, S. Zeger , Graeme Clark (Editors), 2003, Springer Verlag</li>
<li>A Practical Approach to Microarray Data Analysis, Daniel P. Berrar, Werner Dubitzky, Martin Granzow (Editors), 2002, Kluwer Academic Publishers</li>
<li>DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling, Pierre Baldi, G. Wesley Hatfield, 2002, Cambridge University Press</li>
<li>DNA Microarrays: A Molecular Cloning Manual, David Bowtell, Joseph Sambrook (Editors), 2002, Cold Spring Harbor Laboratory</li>
<li>DNA Array Image Analysis: Nuts &amp; Bolts, Gerda Kamberova, Shishir Shah, 2002, DNA Press</li>
<li>Microarray Analysis, Mark Schena, 2002, John Wiley &amp; Sons</li>
<li>A Biologist's Guide to Analysis of DNA Microarray Data, Steen Knudsen, 2002, John Wiley &amp; Sons</li>
<li>Microarrays for an Integrative Genomics (Computational Molecular Biology), Isaac S. Kohane, Alvin Kho, Atul J. Butte, 2002, MIT Press</li>
<li>Microarrays for the Neurosciences: An Essential Guide (Cellular and Molecular Neuroscience), Daniel H. Geschwind, Jeffrey P. Gregg (Editors), 2002, MIT Press</li>
<li>DNA Microarrays: Gene Expression Applications, Bertrand Jordan (Editor), 2001, Springer Verlag</li>
<li>DNA Arrays: Methods and Protocols (Methods in Molecular Biology, Volume 170), Jang B. Rampal (Editor), 2001, Humana Press</li>
<li>DNA Arrays: Technologies and Experimental Strategies, Elena V. Grigorenko (Editor), 2001, CRC Press</li>
<li>Microarray Biochip Technology, Mark Schena (Editor), 2000, Eaton Pub</li>
<li>Expression Genetics: Accelerated and High-Throughput Methods (Biotechniques Update Series), Michael McClelland (Editor), Arthur B. Pardee (Editor), 1999, Eaton Pub</li>
<li>DNA Microarrays: A Practical Approach (Practical Approach Series 205), Mark Schena (Editor), 1999, Oxford Univ Press</li>
<li>cDNA Preparation and Characterization (Methods in Enzymology Volume 303), S.M. Weissman (Editor), 1999, Academic Press</li>
</ul><p>Systems Biology, Genetic and Biochemical Network</p><ul>
<li>Handbook of Graphs and Networks : From the Genome to the Internet, Stefan Bornholdt, Heinz Georg Schuster (Editors), 2003, Vch Verlagsgesellschaft Mbh</li>
<li>Computational Cell Biology, Christopher Fall, Eric Marland, John Wagner, John Tyson (Editors), 2002, Springer Verlag</li>
<li>Gene Regulation and Metabolism: Post-Genomic Computational Approaches (Computational Molecular Biology), Julio Collado-Vides, Ralf Hofestadt (Editors), 2002, MIT Press</li>
<li>Foundations of Systems Biology, Hiroaki Kitano (Editor), 2001, MIT Press</li>
<li>Genomic Regulatory Systems: Development and Evolution, Eric H. Davidson , 2001, Academic Press</li>
<li>Genes &amp; Signals, Mark Ptashne, Alexander Gann, 2001, Cold Spring Harbor Laboratory</li>
<li>Computational Modeling of Genetic and Biochemical Networks (Computational Molecular Biology), James M. Bower and Hamid Bolouri (Editors), 2001, MIT Press</li>
<li>Protein-Protein Interactions: A Molecular Cloning Manual, Erica Golemis (Editor), 2001, Cold Spring Harbor Laboratory</li>
<li>Computational Analysis of Biochemical Systems: A Practical Guide for Biochemists and Molecular Biologists, Eberhard O. Voit, 2000, Cambridge University Press</li>
<li>Mathematical Physiology, James P. Keener, James Sneyd, 1998, Springer Verlag</li>
</ul><p>&nbsp;</p><p>DNA Sequencing</p><ul>
<li>DNA Sequencing: From Experimental Methods to Bioinformatics (Introduction to Biotechniques Series), Luke Alphey, 1997, Springer Verlag</li>
<li>Automated DNA sequencing and analysis, Adams M.D., Fields C., Venter J.C. (Editors), 1994, Academic Press</li>
</ul><p>&nbsp;</p><p>Apart from above mentioned books, you can also find some useful books links at following mentioned URLs:</p><p>&nbsp;</p><p><a href="http://www.amazon.com/Biological-Sequence-Analysis-Probabilistic-Proteins/dp/0521629713">http://www.amazon.com/Biological-Sequence-Analysis-Probabilistic-Proteins/dp/0521629713</a></p><p><a href="http://www.amazon.com/Bioinformatics-Genes-Proteins-Computers-Advanced/dp/1859960545">http://www.amazon.com/Bioinformatics-Genes-Proteins-Computers-Advanced/dp/1859960545</a></p><p><a href="http://www.amazon.com/Introduction-Bioinformatics-Algorithms-Computational-Molecular/dp/0262101068">http://www.amazon.com/Introduction-Bioinformatics-Algorithms-Computational-Molecular/dp/0262101068</a></p><p><a href="http://books.google.no/books?id=pxSM7R1sdeQC&amp;dq=Pierre+baldi+%2B+bioinformatics&amp;printsec=frontcover&amp;source=bn&amp;hl=en&amp;ei=IoGRS6uCIJT-NYLA8Z0N&amp;sa=X&amp;oi=book_result&amp;ct=result&amp;redir_esc=y#v=onepage&amp;q&amp;f=false">http://books.google.no/books?id=pxSM7R1sdeQC&amp;dq=Pierre+baldi+%2B+bioinformatics&amp;printsec=frontcover&amp;source=bn&amp;hl=en&amp;ei=IoGRS6uCIJT-NYLA8Z0N&amp;sa=X&amp;oi=book_result&amp;ct=result&amp;redir_esc=y#v=onepage&amp;q&amp;f=false</a></p><p><a href="http://www.amazon.com/Statistical-Methods-Bioinformatics-Introduction-Statistics/dp/0387400826">http://www.amazon.com/Statistical-Methods-Bioinformatics-Introduction-Statistics/dp/0387400826</a></p><p>&nbsp;</p><p>If you think your favourite books are not listed then please write it down in comment section for the benefits of other users.&nbsp;Feel free to add many more books in comment section.&nbsp;</p>]]></description>
	<dc:creator>Rahul Agarwal</dc:creator>
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