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	<title>Wang Kai &#187; Research</title>
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	<description>Research, Technology and Education</description>
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		<title>How To Compile, Install and Run GIZA++</title>
		<link>http://kwang.blogdns.com/research/how-to-compile-install-run-giza.html</link>
		<comments>http://kwang.blogdns.com/research/how-to-compile-install-run-giza.html#comments</comments>
		<pubDate>Tue, 18 Nov 2008 10:52:17 +0000</pubDate>
		<dc:creator>x=vv=</dc:creator>
				<category><![CDATA[Research]]></category>
		<category><![CDATA[Giza]]></category>
		<category><![CDATA[NLP]]></category>

		<guid isPermaLink="false">http://kwang.blogdns.com/?p=213</guid>
		<description><![CDATA[One component of my QA search engine (part of my research work) actually needs to employ information on the semantic relatedness between words, and recently I plan to use GIZA++ to fulfill part of this job. GIZA++ is actually a statical machine translation toolkit for IBM Models 1-5 training and HMM word alignment.
This project is [...]]]></description>
			<content:encoded><![CDATA[<p>One component of my QA search engine (part of my research work) actually needs to employ information on the semantic relatedness between words, and recently I plan to use GIZA++ to fulfill part of this job. GIZA++ is actually a statical machine translation toolkit for IBM Models 1-5 training and HMM word alignment.</p>
<p>This project is NOT documented very well, and I do have some difficulties at the very beginning, for both compilation and execution. After several hours trial-and-error, and with the help of Google, I made it finally, and  I&#8217;m here to wrap this up. Probably it would be helpful for you.</p>
<p><span id="more-213"></span></p>
<h3><span style="color: #800000;">Download GIZA++:</span></h3>
<p>GIZA++ is available here: <a href="http://code.google.com/p/giza-pp/">http://code.google.com/p/giza-pp/</a><br />
<span style="text-decoration: underline;"><em>$ wget http://giza-pp.googlecode.com/files/giza-pp-v1.0.2.tar.gz</em></span></p>
<h3><span style="color: #800000;">Compilation/Installation of GIZA++:</span></h3>
<p>The current version of GIZA++ is not able to be compiled with gcc 3.4.6. If you meet the same problem, get your gcc updated. What I&#8217;m using is gcc 4.1.2. Although it&#8217;s not the most up-to-date version, it works for GIZA++.</p>
<p><strong>1. </strong>Decompress the tar file, and you will get a directory named <em><strong>giza-pp</strong>.</em> There are two sub-folders under it, which contain the GIZA++ toolkit and the mkcls tool respectively.<span style="text-decoration: underline;"><em></em></span><br />
<span style="text-decoration: underline;"><em>$ tar xvzf giza-pp-v1.0.2.tar.gz </em></span></p>
<p><strong>2. </strong>Modify the <em><strong>Makefile </strong></em>under <em><strong>giza-pp/GIZA++-v2</strong></em>:<br />
(a) change the <em><strong>INSTALLDIR</strong></em> to the one appropriate for you (not necessary if you don&#8217;t invoke <em><strong>make install</strong></em>).<br />
(b) find <strong>-DBINARY_SEARCH_FOR_TTABLE</strong> option and delete it (Why? See <a href="http://code.google.com/p/giza-pp/issues/detail?id=3">this</a>).<br />
<em><span style="text-decoration: underline;">$ cd giza-pp/GIZA++-v2</span></em><br />
<span style="text-decoration: underline;"><em>$ vi Makefile</em></span></p>
<p><strong>3. </strong>Under the directory of <em><strong>giza-pp</strong></em>, run <strong>make </strong>to compile the source code for both GIZA++ and mkcls. This produces some execution files for both GIZA++ and mkcls projects.<br />
Typing <strong>make install</strong> will only copy the <strong>GIZA++</strong> execution file to the directory you specified, so it&#8217;s up to you whether you want it or not.<br />
<em><span style="text-decoration: underline;">$ make</span></em><br />
<em><span style="text-decoration: underline;">$ make install </span></em></p>
<h3><span style="color: #800000;">Running GIZA++ (Training IBM Model):</span></h3>
<p>Let&#8217;s say we already have a parallel corpus named <strong>english</strong> and <strong>foreign.</strong></p>
<p><strong>1.</strong> Run the <em><strong>plain2snt.out</strong></em> (under GIZA++-v2) to convert the parallel corpus into GIZA++ format.<br />
<span style="text-decoration: underline;"><em>$ plain2snt.out english foreign</em></span><br />
This produces following files: <strong><em>english.vcb</em></strong>, <strong><em>foreign.vcb</em></strong>, <strong><em>english_foreign.snt</em> </strong>and <strong><em>foreign_english.snt </em></strong></p>
<p><strong>2. </strong>Generate word classes, using <em><strong>mkcls</strong></em> (under mkcls-v2):<br />
<span style="text-decoration: underline;"><em>$ mkcls -penglish -Venglish.vcb.classes</em></span><br />
<span style="text-decoration: underline;"><em>$ mkcls -pforeign -Vforeign.vcb.classes</em></span><br />
This produces four output files: <em><strong>english.vcb.classes</strong>, <strong>english.vcb.classes.cats</strong>, <strong>foreign.vcb.classes</strong> and <strong>foreign.vcb.classes.cats</strong></em></p>
<p><strong>3.</strong> Now use <em><strong>GIZA++</strong></em> (under GIZA++-v2) to build the dictionary (-S is the source language, -T is the target language, -C is the generated aligned text file, and -o is the output file prefix):<br />
<span style="text-decoration: underline;"><em>$ GIZA++ -S english.vcb -T foreign.vcb -C english_foreign.snt -O dic</em></span></p>
<p>The final alignment file would be dic.a3.final</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Computer Science Journal Rankings</title>
		<link>http://kwang.blogdns.com/research/computer-science-journal-rankings.html</link>
		<comments>http://kwang.blogdns.com/research/computer-science-journal-rankings.html#comments</comments>
		<pubDate>Fri, 24 Oct 2008 10:46:00 +0000</pubDate>
		<dc:creator>x=vv=</dc:creator>
				<category><![CDATA[Research]]></category>

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		<description><![CDATA[Journal Rankings for different areas:

Artificial Intelligence
Algorithms, Theory and Related Areas
Hardware and Architecture
Databases
Programming Languages and Software Engineering
Software Technology
System Technology
General Computer Science and Related Journals




AREA: Artificial Intelligence
Premium:
 Artificial Intelligence
Artificial Intelligence  Review
Computational  Linguistics
IEEE Trans on Pattern  Analysis and Machine Intl
IEEE Trans on Robotics  and Automation
IEEE Trans on Image  Processing
Journal of AI Research
Neural Computation
Machine [...]]]></description>
			<content:encoded><![CDATA[<p><strong>Journal Rankings for different areas:</strong></p>
<ul>
<li><a href="http://kwang.blogdns.com/?p=44#AI">Artificial Intelligence</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#Algo">Algorithms, Theory and Related Areas</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#HW">Hardware and Architecture</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#DB">Databases</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#PL">Programming Languages and Software Engineering</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#SW">Software Technology</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#SYS">System Technology</a></li>
<li><a href="http://kwang.blogdns.com/?p=44#Gen">General Computer Science and Related Journals</a></li>
</ul>
<p><span id="more-44"></span></p>
<p><!--more--></p>
<p><img class="alignright" title="More..." src="http://137.132.81.107/blog/wp-includes/js/tinymce/plugins/wordpress/img/trans.gif" alt="" /></p>
<blockquote><p><strong>AREA: Artificial Intelligence</strong></p></blockquote>
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</em> Artificial Intelligence<br />
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Computational  Linguistics<br />
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IEEE Trans on Image  Processing<br />
Journal of AI Research<br />
Neural Computation<br />
Machine Learning<br />
Intl Jnl of Computer  Vision</p>
<p><em> <strong>Leading:</strong><br />
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AI Magazine<br />
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Applied Artificial  Intelligence<br />
Applied Intelligence<br />
Artificial Intelligence  in Medicine<br />
Autonomous Agents  and  Multi-Agent Systems<br />
Computational  Intelligence<br />
Complex Systems<br />
Computer Speech and  Language<br />
Computer Support for  Collaborative Learning (CSCL)<br />
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Connection Science<br />
CVGIP: Graphical Models  &amp; Image Processing<br />
CVGIP: Image  Understanding<br />
Expert Systems with  Applications: An Intl Jnl<br />
IEEE Trans on Neural  Networks<br />
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Journal of East Asian  Linguistics<br />
Knowledge Engineering  Review<br />
Machine Translation<br />
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Network Computing in  Neural Systems<br />
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User Modelling &amp;  User-Adapted Interaction: an Intl Jnl</p>
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Australian Jnl of  Intelligent Information Proc Sys<br />
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Journal of Artificial  Neural Networks<br />
Neural, Parallel and  Scientific Computations<br />
Robotica</p>
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Canadian Artificial Intelligence<br />
Journal of Advanced Robotics<br />
Journal of Artificial Intelligence in Education<br />
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Journal of Computational Acoustics<br />
Journal of Computational Neuroscience<br />
Journal of Computational Vision<br />
Journal of Card. Imaging<br />
Journal of Cybernetics<br />
Journal of Cybernetics and Information Science<br />
Journal of Design Automation of Embedded Systems<br />
Journal of Knowledge-Based Intelligent  Engineering Systems<br />
Journal of Intelligent Robotic Systems: Theory  and Applications<br />
Journal of Systems Automation: Research and  Applications<br />
Journal of Automation and Remote Control<br />
Journal of Intelligent Automation &amp; Soft  Computing<br />
Journal of Intelligent Control and Systems<br />
Journal of Intelligent and Robotic Systems<br />
Journal of Intelligent Manufacturing<br />
Journal of Intelligent Systems Engineering<br />
Journal of Intelligence System<br />
Journal of Intelligent Technology<br />
Journal of Literary and Linguistic Computing<br />
Journal of Machine Vision and Applications<br />
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Journal on Neural and Mass-Parallel Computing  and Information Systems<br />
Journal of Robotics and Mechatronics<br />
Journal of Robotic Systems<br />
Journal of Robotics and Autonomous Systems<br />
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Journal of the Robotics Society of Japan<br />
Journal of Computational Neurology<br />
International Journal of Lexicography<br />
Journal of intelligent Computing<br />
International Journal of Intelligent Systems in  Accounting Finance and Management<br />
International Journal of Speech Technology<br />
Engineering Design and Automation Journal<br />
International Journal of Machine Tools &amp;  Manufacturing<br />
International Journal of Corpus Linguistics<br />
Journal of Chinese Information Processing</p>
<blockquote>
<div class="entry"><strong><a id="Algo" name="Algo">AREA: Algorithms, Theory and Related Areas</a></strong></div>
</blockquote>
<div class="entry">
<p><em> <strong>Premium:</strong><br />
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Chicago Journal of  Theoretical Computer Science<br />
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Mathematics of  Computation<br />
Mathematical Programming<br />
Optimization: A J. of  Mathematical Programming and Operations Research<br />
ORSA Journal of  Computing<br />
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Random Structures &amp;  Algorithms<br />
Theoretical Computer  Science</p>
<p><em> <strong>Reputable:</strong><br />
</em> Applicable Algebra  in Eng., Comm., and Computing<br />
Applied Maths and  Computation<br />
BIT: Computer Science  and Numerical Mathematics<br />
Bulletin of the European  Assoc. for Theoretical CS<br />
Computational and  Applied Maths<br />
Computers &amp;  Mathematics With Applications<br />
Combinatorics,  Probability &amp; Computing<br />
European Journal of OR<br />
Journal of Computer and  System Sciences International<br />
Intl Jnl of Foundations  of Computer Science</p>
<p><em> <strong>Others:</strong><br />
</em> Problem Solving Technologies<br />
Journal of Algebraic Combinatorics<br />
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Journal of Experimental Algorithmics<br />
Journal of Electronic Imaging<br />
Intl J. for Numerical Methods in Engineering<br />
SIAM Journal of Algorithms and Discrete Methods<br />
SIAM Journal on Algebraic and Discrete Methods<br />
SIAM Journal on Numerical Analysis<br />
SIAM Journal on Matrix Analysis and Applications<br />
Naval Journal of Operations Research<br />
Journal of Scheduling<br />
Electronic Journal of Combinatorics<br />
Journal of Mathematical Modeling and Scientific  Computing<br />
Journal of Mathematical Structures in Computer  Science<br />
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Journal of Computational Statistics and Data  Analysis</div>
<blockquote>
<div class="entry"><strong><a id="HW" name="HW"></a>AREA: Hardware and Architecture</strong></div>
</blockquote>
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Supercomputer<br />
IEEE Journal on Computer  Architectures for Intelligent Machines</p>
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NEC Technical Journal<br />
International Journal of Computer Aided VLSI Design<br />
MRS Internet Journal of Nitride Semiconductor  Research<br />
Standards and Interface Journal<br />
International Journal of Mini and Microcomputers<br />
Journal of Microelectronic Systems Integration<br />
User Modeling and User-Adapted Interaction<br />
The X Resource: A Practical Journal of the X  Window System<br />
Hewlett-Packard Journal</div>
<blockquote>
<div class="entry"><strong><a id="DB" name="DB"></a>AREA: Databases</strong></div>
</blockquote>
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<p><em> <strong>Premium:</strong></em><br />
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Distributed and Parallel  Databases</p>
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Geoinformatica<br />
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Knowledge and  Information Systems<br />
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Journal of Data  Warehousing<br />
Journal of  Combinatorics, Information and System Sciences<br />
International Journal of  Information Technology<br />
Transactions of  Information Processing Society of Japan<br />
SIGMOD Record<br />
IEICE Data Engineering</p>
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Journal of Computing  Information Science<br />
Journal of Information  Science and Engineering<br />
European Journal of  Information Systems<br />
Journal of Databases  Management<br />
Database for Advances in  Information Systems<br />
Data Management<br />
Datamation<br />
Government Data Systems<br />
Journal of Database  Administration<br />
Journal of the  Association for Education Data Systems<br />
Information Processing  and Management<br />
Journal of Information  Science: Principles and Practice<br />
Database Programming and  Design<br />
Scandinavian Journal of  Information System</div>
<blockquote>
<div class="entry"><strong><a id="PL" name="PL"></a>AREA: Programming Languages and Software Engineering</strong></div>
</blockquote>
<div class="entry">
<p><em> <strong>Premium:</strong></em><br />
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Formal Methods in System  Design</p>
<p><em> <strong>Leading:</strong></em><br />
The Jnl of Logic  Programming<br />
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Higher-Order and  Symbolic Computation (previously known as<br />
LISP and Symbolic  Computation)<br />
Software: Practice and  Experience<br />
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The Constraints Journal<br />
Journal of Logic and  Computation<br />
Journal of Programming  Languages<br />
Empirical Software  Engineering<br />
Automated Software  Engineering<br />
Formal Aspects of  Computing<br />
Object-Oriented Systems<br />
Theory and Practice of  Object Systems<br />
Journal of  Object-Oriented Programming<br />
IEEE Transactions on  Reliability<br />
Future Generations  Computer Systems: FGCS</p>
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Programming and Computer  Software<br />
Science of Computer  Programming<br />
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Intl Jnl on Software  Engineering and Knowledge Eng<br />
New Generation Computing<br />
Software Quality Journal<br />
Software Testing,  Verification and Reliability<br />
Computer Languages<br />
Requirements Engineering  Journal<br />
IEE Software Engineering  Journal</p>
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Journal of the Interest  Group in Pure and Applied Logic<br />
Notre Dame Journal of  Formal Logic<br />
Journal of Computer and  Software Engineering<br />
Journal of Structured  Programming<br />
International Journal on  Software Tools for Technology Transfer<br />
Chinese Journal of  Advanced Software Research<br />
Journal of Computing  Systems in Engineering<br />
Journal of Symbolic  Logic<br />
Project Management  Journal<br />
International Journal of  Reliability, Quality, and Safety<br />
Journal for Applied  Nonclassical Logic<br />
The Journal of Defense  Software Engineering<br />
Computer &amp; Control  Engineering Journal<br />
Journal of Logic,  Language and Information<br />
Computer Systems  Engineering Journal<br />
Journal of Automata,  Languages and Combinatorics<br />
The C Users Journal<br />
Information Design  Journal<br />
Java Developer&#8217;s Journal<br />
C++ Journal<br />
Fortran Journal<br />
Journal of Scientific  Programming<br />
Logic Journal of the  IGPL<br />
Journal of Philosophical  Logic<br />
Journal of Quality  Technology<br />
International Journal of  Technology Management<br />
Software Process  Modeling and Technology<br />
Journal of Computers and  Translation<br />
Journal of C Language  Translation<br />
Journal of Electronic  Testing<br />
Software Engineering  Notes</div>
<blockquote>
<div class="entry"><strong><a id="SW" name="SW"></a>AREA: Software Technology</strong></div>
</blockquote>
<div class="entry">
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IEEE Trans on  Visualization and Computer Graphics<br />
SIAM Jnl on Scientific  and Statistical Computing<br />
Multimedia Systems<br />
Performance Evaluation<br />
Journal of Visual  Communication and Image Representation</p>
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Computers &amp;  Education<br />
ACM Trans on  Mathematical Software<br />
Hypermedia<br />
Intl Jnl of Modelling  &amp; Simulation<br />
Intl Jnl of Shape  Modelling<br />
Intl Jnl on  Computational Geometry &amp; Apps<br />
Simulation &amp; Games<br />
Simulation &amp; Gaming<br />
Visual Computer<br />
Computational Geometry &#8211;  Theory and Applications<br />
Simulation<br />
Multimedia Tools &amp;  Applications<br />
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Integrated  Computer-Aided Engineering<br />
Information Retrieval</p>
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Computer Graphics Forum:  Jnl of the Europ As. for CG<br />
Computer &amp; Graphics<br />
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Mathematics and  Computers in Simulation<br />
International Journal of  Computer Mathematics<br />
Simulation Practice and  Theory<br />
The New Review of  Hypermedia &amp; Multimedia: Apps &amp; Res<br />
Trans of the Intl Assoc  for Math and Comps in Simuln<br />
Computer Simulation: Modeling  &amp; Analysis<br />
Trans of the Society for  Computer Simulation<br />
Journal of Visual  Languages and Computing<br />
Engineering Computations<br />
Software &#8211; Concepts and  Tools<br />
Journal of Visualization  and Computer Animation<br />
The International  Journal of The Eurographics Association</p>
<p><strong><em>Others:</em></strong><br />
Iranian Journal of Electrical and Computer  Engineering<br />
Journal of Digital Imaging<br />
Journal of Concurrent Engineering: Applications  and Research<br />
Digital Technical Journal<br />
Interface Journal of New Music Research<br />
SPIE Journal of Electronic Imaging<br />
The Journal of Electronic Commerce<br />
Journal of Graphics Tools<br />
International Journal of Information Processing  and Management<br />
Journal of Library Automation<br />
The Journal of Computer Game Design<br />
Journal of Documentation<br />
Virtual Prototyping Journal<br />
Journal of Computing and Information Technology<br />
SIAM Journal on Scientific Computing.<br />
Journal of Computer Aided Surgery<br />
Journal of Computer-Aided Molecular Design<br />
Journal of the Virtual Reality Society<br />
Journal of Virtual Reality Research, Development  and Applications<br />
Journal of Computational and Graphical  Statistics</div>
<blockquote>
<div class="entry"><strong><a id="SYS" name="SYS"></a>AREA: System Technology</strong></div>
</blockquote>
<div class="entry">
<p><em> <strong>Premium:</strong></em><br />
IEEE Trans on  Communications<br />
Jnl of Parallel and  Distributed Computing<br />
ACM Trans on Computer  Systems<br />
IEEE/ACM Trans on  Networking<br />
ACM Trans on Information  Systems<br />
IEEE Trans on Parallel  and Distributed Systems<br />
Distributed Computing<br />
IEEE Jnl on Selected  Areas in Communication<br />
International Journal of  Parallel Programming<br />
Computer Networks  (Previously &#8220;&amp; ISDN Networks&#8221;)<br />
Real-time Systems</p>
<p><em> <strong>Leading:</strong></em><br />
Networks<br />
Internet Research &#8211;  Electronic Networking Applications and Policy<br />
Computer Communications<br />
Jnl of Computer  Communications<br />
Jnl of Network and  Computer Applications<br />
Parallel Computing<br />
Mobile Networks and  Applications<br />
Jnl of High Speed  Networks<br />
Wireless Networks<br />
Queueing Systems<br />
The Intl Jnl of  Supercomputer Applications<br />
Concurrency &#8211; Practice  and Experience<br />
IEEE Journal of Internet  Computing<br />
ACM Transactions on  Information and System Security</p>
<p><em> <strong>Reputable:</strong></em><br />
Computers &amp; Security<br />
IEE Proc. &#8211;  Communications<br />
IEICE Trans on  Fundamentals of Elec., Comm., and Comp.<br />
IEICE Trans on  Communications<br />
Mobile Computing and  Communicatons Review<br />
Distributed Systems  Engineering Jnl<br />
Intl Jnl of High Speed  Computing<br />
World Wide Web Journal<br />
Electronic Networking<br />
Intl Jnl of  Communication Systems<br />
Signal Processing: Image  Communication<br />
Telecommunication  Systems<br />
International Journal of  Systems Science<br />
Journal of Cryptography<br />
Internet Security  Journal<br />
Journal of Networks and  Systems Management<br />
International Journal of  Wireless Information Networks<br />
An Interactive Journal  of Mobile Computing</p>
<p><em> <strong>Others:</strong></em><br />
Information &amp; Systems Technology<br />
Jnl of Computer Security<br />
Parallel Processing Letters<br />
IBM Systems Journal<br />
The International Journal of Computer and  Telecommunications Networking<br />
USENIX Computing Systems Journal<br />
AT&amp;T Technical Journal<br />
Journal of Internetworking: Research and  Experience<br />
Fujitsu Scientific and Technical Journal<br />
Computer Music Journal<br />
Journal of Computer-based Instruction<br />
ICL Technical Journal<br />
International Journal of Imaging Systems  and Technology<br />
International Journal of Digital and  Analog Communication System<br />
Journal of Supercomputer Application of  High Performance Computing<br />
Journal of Decision Support Systems<br />
Journal of Computer Research and  Development<br />
British Telecommunications Technology  Journal<br />
The Journal of Interactive Media and  Education<br />
International Journal of Time-Critical  Computing Systems<br />
International. Journal of CAD/ CAM &amp;  Comp. Graphics<br />
Educational Communication and Technology  Journal<br />
The International Journal on the Development and Application of Standards for Computers, Data Communications and Interfaces<br />
Journal of Electronic Publishing<br />
Web Journal<br />
Microsoft Systems Journal<br />
Journal of Data &amp; Computer  Communication<br />
Journal of Supercomputing<br />
Journal of Imaging Technology<br />
INESC Journal on Junior Activities in  Science and Technology<br />
The Journal of Electronic Data Interchange<br />
ISPRS Journal of Photogrammetry and Remote  Sensing<br />
International Journal of CIM<br />
International Journal of Circuit Theory  and Applications<br />
Journal of Digital Systems<br />
IVHS Journal<br />
Journal Design Automation and Fault  Tolerant Computing<br />
Journal of the American Voice I/O Society<br />
Journal of the Communications Research Lab<br />
International Journal of Construction  information Technology<br />
Journal of Computer Communication Review<br />
Real-Time Imaging Journal<br />
Journal of Lightwave Technology<br />
Journal of Advanced Automation Technology<br />
Journal of Technology Transfer<br />
TI Technical Journal<br />
Journal of Imaging Science and Technology<br />
Journal of Mathematical Imaging and Vision<br />
The journal of the Interactive Multimedia  Association<br />
Transputer Communication Journal<br />
Bell System Technical Journal<br />
Journal of Combinatorial Designs<br />
Journal of Combinatorial Optimization<br />
Journal of Reliable Computing<br />
Journal of Digital Library Research</div>
<blockquote>
<div class="entry"><strong>AREA: General Computer Science and Related Journals</strong></div>
</blockquote>
<div class="entry"><em> <strong>Premium:</strong><br />
</em> Jnl of the American  Medical Informatics Assoc (JAMIA)<br />
Journal of Combinatorial  Theory (A &amp; B)<br />
Combinatorica<br />
SIAM Jnl on Discrete  Mathematics<br />
Operations Research</div>
<div class="entry">
<p><em> <strong>Leading:</strong></em><br />
Communications of the  ACM<br />
ACM Computing Surveys<br />
Procs of the IEEE<br />
Information Processing  Letters<br />
IBM Journal of R &amp; D<br />
Computers in Biomedical  Research<br />
Methods of Information in  Medicine<br />
Medical Decision Making<br />
International Journal of  General Systems<br />
Adaptive Behavior<br />
Discrete Applied  Mathematics<br />
Discrete Mathematics<br />
Journal of Computational  Biology<br />
Journal of Molecular  Biology<br />
Bioinformatics</p>
<p><em> <strong>Reputable:</strong></em><br />
Computer Journal<br />
Computer Applications in  the BioSciences: CABIOS<br />
Computing<br />
Fuzzy Sets and Systems<br />
IBS Computing Quarterly<br />
Information Sciences<br />
Intl Jnl of Computer  Applications in Technology<br />
Intl Jnl of Computer  System Science &amp; Engineering<br />
Medical Informatics<br />
International Journal of  Medical Informatics<br />
Jnl of Computer Science  and Technology<br />
Jnl of Computing and  Information<br />
Jnl of Information  Processing<br />
Australian Computer Jnl<br />
Journal on Universal  Computer Science<br />
IEICE Trans on  Infomation and Systems<br />
Computer Methods and  Programs in Biomedicine<br />
Computers in Biology and  Medicine<br />
Finite Fields and their  Applications<br />
Instructional Science</div>
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