| کارنامه آموزشي و پژوهشي |
| نام |
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علي |
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| نام خانوادگي |
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حمزه |
| سال تولد |
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1357 |
| وضعيت تاهل |
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متاهل |
| مدرک تحصيلي |
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Ph.D |
| سال استخدام |
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1387 |
| مرتبه علمي |
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دانشيار |
| بخش |
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كامپيوتر |
| دانشکده |
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مهندسي برق و كامپيوتر |
| آدرس |
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| تلفن |
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| تلفن همراه |
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| پست الکترونيک |
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ali@cse.shirazu.ac.ir |
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سوابق تحصيلي دانشگاهي |
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 دکتري تخصصي
رشته هوش مصنوعي
دانشگاه علم و صنعت ايران (ايران)
سال 1380 تا 1386 يک سيستم طبقه بند يادگير براي محيطهاي مارکوفي مشاهده پذير جزئي
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کارشناسي ارشد
رشته هوش مصنوعي و رباتيک
دانشگاه شيراز (ايرانم)
سال 1379 تا 1380 کاربرد سيستمهاي طبقه بند به عنوان ابراز يادگيري اتوماتيک در طراحي کنترلرهاي فازي
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کارشناسي
رشته مهندسي سخت افزار کامپيوتر
دانشگاه شيراز (ايران)
سال 1375 تا 1379 توسعه يک سامانه حسابداري يکپارچه
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افتخارات |
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۱-رتبه 52 آزمون کنکور رياضي فيزيک کل کشور سال 1375 (1375) |
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۲-رتبه اول فارغ التحصيلان دکتري سال 1386 دانشکده مهندسي کامپوتر دانشگاه علم و صنعت ايران (1386) |
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۳-رتبه اول فارغ التحصيلان کارشناسي ارشد سال 1380 دانشکده مهندسي دانشگاه شيراز (1380) |
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۴-رتبه اول فارغ التحصيلان کارشناسي سال 1379 دانشکده مهندسي دانشگاه شيراز (1379) |
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۵-استاد نمونه آموزشي دانشگاه شيراز (1392) |
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مقالات چاپ شده در مجلات علمي (58) |
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1- Khorshidpour Z, Tahmoresnezhad J, Hashemi S, Hamzeh A (2017) Domain invariant feature extraction against evasion attack International Journal of Machine Learning and Cybernetics 8:1-12 |
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2- Khorshidpour Z, Hashemi S, Hamzeh A (2017) Evaluation of random forest classifier in security domain Applied Intelligence 46:1-12 |
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3- Samie M, Hamzeh A (2017) Change-aware Community Detection Approach for Dynamic Social Networ Applied Intelligence 46:1-20 |
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4- Foroutan Eghlidi N, Hamzeh A (2017) Discovering the Hidden Structure of a Social Network: A Semi Supervised Approach IEEE Transactions on Computational Social Systems 4:14-25 |
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5- Soltani sarvestani M, Azimifar Z, Hamzeh A (2017) Human Strategy (HS) Optimization Algorithm Soft Computing 21:1-21 |
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6- Mohammadi R, Mozafari N, Hamzeh A (2017) Continuous States Latency Aware Influence Maximization in Social Networks AI Communication 30:99-116 |
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7- Mozafari N, Hamzeh A, Hashemi S (2017) Multi-objective Perception Model for Diffusion of Information in Social Networks International Journal of Data Mining, Modelling and Management 9:1-25 |
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8- Tabarzad M, Hamzeh A (2017) A heuristic local community detection method (HLCD) Applied Intelligence 46:62-78 |
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9- Samie M, Hamzeh A (2017) Community detection in dynamic social networks: A local evolutionary approach Journal of Information Science 44:651-670 |
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10- Mozafari N, Hamzeh A, Hashemi S (2016) Modelling information diffusion based on non-dominated friends in social networks Journal of Information Science 43:1-15 |
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11- Dadgar M, Jafari S, Hamzeh A (2016) A PSO-based multi-robot cooperation method for target searching in unknown environment Neurocomputing 177:62-74 |
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12- Bazargan lari K, Hamzeh A (2016) A diversity control mechanism in many objective optimizations Applied Intelligence 45:953-975 |
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13- Hashemi H, Azmoodeh A, Hamzeh A, Hashemi S (2016) Graph embedding as a new approach for unknown malware detection Journal of Computer Virology and Hacking Techniques 13:207-220 |
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14- Garmsiri S, Hamzeh A (2015) New Graph Based Trust Similarity Measure Ciência e Natura 37:339-343 |
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15- Ghodousi E, Hamzeh A (2015) A New Approach for Trust Prediction by using collaborative filtering based of Pareto dominance in Social Networks Ciência e Natura 37:95-101 |
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16- Dallaki H, Sami A, Bazargan lari K, Hamzeh A, Hashemi S (2015) Scaling up the hybrid Particle Swarm Optimization algorithm for nominal data-sets Intelligent Data Analysis 19:825-844 |
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17- Pourbahman Z, Hamzeh A (2015) A Fuzzy based Approach for Fitness Approximation in Multi-objective Evolutionary Algorithms Journal of Intelligent & Fuzzy Systems 29:2111-2131 |
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18- Mohammadi R, Mozafari N, Hamzeh A (2015) Trust based latency aware influence maximization in social networks Engineering Applications of Artificial Intelligence 41:195-206 |
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19- Abbasi Rad M, Hamzeh A (2015) A Coevolutionary Approach to many objective optimization based on a novel ranking method Intelligent Data Analysis 20:129-151 |
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20- Mozafari N, Hamzeh A (2015) An Enriched Social Behavioral Information Diffusion Model in Social Networks Journal of Information Science 41:273-283 |
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21- Badami M, Mozafari N, Hamzeh A, Hashemi S (2015) An ensemble game theoretic approach for multi-objective optimization AI Communication 28:553-566 |
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22- Tahernezhadyani K, Bazargan lari K, Hamzeh A, Hashemi S (2015) HC-MOEA: a Hierarchical Clustering approach for increasing the Solution’s Diversity in Multiobjective Evolutionary Algorithms Intelligent Data Analysis 19:187-208 |
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23- Hajibaghery A, Hamzeh A, Alvari H, Hashemi S (2013) SOCIAL NETWORKS COMMUNITY DETECTION USING THE SHAPLEY VALUE Iranian Journal of Science and Technology 37:51-65 |
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24- Hazrati Fard S, Hamzeh A, Hashemi S (2013) Using reinforcement learning to find an optimal set of features Computers and Mathematics with Applications 66:1892-1904 |
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25- Alvari H, Hashemi S, Hamzeh A (2013) Discovering overlapping communities in social networks: A novel game-theoretic approach AI Communication 26:161-177 |
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26- Badami M, Hamzeh A, Hashemi S (2013) An Enriched Game Theoritic Framework for Multi-Objective Clustering Applied Soft Computing 13:1853-1868 |
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27- Alibeigi nabi M, Hashemi S, Hamzeh A (2012) DBFS: An Effective Density Based Feature Selection Scheme for Small Sample Size and High Dimensional Imbalanced Data Sets Data & Knowledge Engineering 82:67-103 |
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28- Hoseini E, Hashemi S, Hamzeh A (2012) SPCF: a Stepwise Partitioning for Collaborative Filtering to alleviate sparsity problem Journal of Information Science 38:578-592 |
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29- Farhadi F, Sorkhi M, Hashemi S, Hamzeh A (2012) An Effective Framework for Fast Expert Mining in Collaboration Networks: A Group-Oriented and Cost-Based Method Journal of Computer Science and Technology 27:577-590 |
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30- Zaker Habib Abadi N, Hamzeh A (2012) A Novel Steganalysis for TPVD Steganographic Method Based On Differences of Pixel Difference Histogram MULTIMEDIA TOOLS AND APPLICATIONS 58:147-166 |
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31- Mozafari N, Hashemi S, Hamzeh A (2011) On Tracking Behavior of Streaming Data: An Unsupervised Approach International Journal of Data Engineering (IJDE) 2:99-109 |
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32- Mozafari N, Hashemi S, Hamzeh A (2011) A Precise Statistical approach for concept change detection in unlabeled data streams Computers & Mathematics with Applications 62:1655-1669 |
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33- Dallaki H, Sami A, Hamzeh A, Hashemi S (2011) Using Feature Selection for Speed up Hybrid PSO/ACO Journal of Computing 3:54-60 |
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34- Rahmani M, Hashemi S, Hamzeh A, Sami A (2009) Agent based Decision Tree Learning: A Novel Approach* International Journal of Software Engineering and Knowledge Engineering 19:1015-1022 |
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35- Hamzeh A, Hashemi S, Sami A, Rahmani A (2009) A Recursive Classifier System for Partially Observable Environment Fundamenta Informaticae 97:15-40 |
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36- Hamzeh A, Hashemi S, Sami A, Rahmani A (2009) A Recursive Classifier System for Partially Observable Environments Fundamenta Informaticae 97:15-40 |
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37- Rahmani M, Hashemi S, Hamzeh A, Sami A (2009) Agent based Decision Tree Learning: A Novel Approach International Journal of Software Engineering and Knowledge Engineering 19:1015-1022 |
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38- Hamzeh A, Rahmani A (2008) A New Architecture for Learning Classifier Systems to Solve POMDP Problems Fundamenta Informaticae 84:329-351 |
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39- Hamzeh A, Rahmani A (2008) Approximating arbitrary reinforcement signal by learning classifier systems using micro genetic algorithm Fundamenta Informaticae 86:93-111 |
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مقالات و خلاصه مقالات ارائه شده در همايش ها |
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۱-خيامي س، حمزه ع، قليچ خاني م "شناسايي عوامل موثر بر تسهيم دانش " 7th Iraninan and 1st international knowledge management conference (2015) |
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۲-قليچ خاني م، خيامي س، حمزه ع "ارايه مدلي براي تسهيم دانش در سازمان هاي آموزشي وپژوهشي " International Conference on Management and Industrial Engineeriing (2015) |
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۳-پرهيزكاري س، حمزه ع "ارزيابي سيستماتيک عملکرد دانشجويان در کلاسهاي مجازي آنلاين " ICELET 2013 (2013) |
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۴-پرهيزكاري س، حمزه ع "ارزيابي سيستماتيک متون دانشجويان در کلاسهاي مجازي آنلاين " ICELET 2013 (2013) |
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۵-نعيمي صديق ع، حمزه ع، هاشمي س، سامي ا "استفاده از تئوري بازي در خطي سازي SVM و مقايسه آن با روشهاي سنتي SVM " IDMC 2010 (2010) |
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۶-مظفري ن، علي بيگي نبي م، هاشمي س، سامي ا، حمزه ع "ارائه يک مدل خوشه بندي وزن دار با حفظ اختصاصي بودن داده ها و قابليت برخورد با نويز " کنفرانس داده کاوي ايران (2010) |
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۷-حسيني ا، حمزه ع "شناسايي بدافزار با استفاده از دادهکاويِ دنباله رفتاري بدافزار " اولين همايش علمي پژوهشي افقهاي نوين در علوم کامپيوتر (1394) |
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۸-محمدي باغ ملايي ر، مظفري ن، حمزه ع "بيشينه کردن تاثير در شبکه هاي اجتماعي به کمک تغيير وضعيت پيوسته نودها " همايش ملي فناوري هاي نوين در مهندسي برق و کامپيوتر (1393) |
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۹-ستوده ده سروي م، تيموري اصل ص، حضرتي فرد س، حمزه ع "استخراج ويژگي براي شناسايي بدافزار با استفاده از الگوريتمهاي تکاملي " Softsec 2014 (1393) |
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۱۰-ارزاقي ح، حضرتي فرد س، حمزه ع "روشي نوين براي تشخيص بدافزارهاي رايانه اي با بهره گيري از فراخوانهاي سيستمي " Softsec 2014 (1393) |
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۱۱-دادگر م، جعفري ش، ارزاقي ح، حمزه ع "جستجوي گروهي رباتها با استفاده از هوش جمعي در محيطهاي ناشناخته " ايران اپن (1393) |
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۱۲-حضرتي فرد س، حمزه ع، هاشمي س "ارائه ي يك روش مبتني بر يادگيري تقويتي در انتخاب ويژگي براي داده هاي نامتوازن " همايش ملي مهندسي کامپيوتر (1391) |
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۱۳-حضرتي فرد س، حمزه ع، هاشمي س "ارائه يک روش مبتني بر يادگيري تقويتي براي انتخاب ويژگي در داده هاي نامتوازن " همايش ملي علوم و مهندسي کامپيوتر و فن آوري اطلاعات (1391) |
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۱۴-مظفري ن، هاشمي س، حمزه ع "ارايه يک روش آماري نوين براي تشخيص تغيير مفهوم در داده هاي جرياني بدون برچسب " سومين همايش ملي مهندسي کامپيوتر و فناوري اطلاعات (1389) |
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۱۵-نعيمي صديق ع، هاشمي س، حمزه ع "بهبود كارايي SVM با استفاده از تئوري بازي فازي " دهمين كنفرانس سيستم هاي فازي ايران (1389) |
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۱۶-نيكومرام ف، سامي ا، حمزه ع، هاشمي س، زردشت م "الگوريتم هايي جهت حل مساله تجزينه باينري " همايش كاربردهاي صلح آميز تكنولوژي هسته اي (1388) |
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۱۷-نيكومرام ف، سامي ا، حمزه ع، هاشمي س، زردشت م "الگوريتم هايي جهت حل مسئله تجزيه ماتريس باينري " همايش كابردهاي صلح آميز تكنولوژي هسته اي (1388) |
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۱۸-سامي ا، معمار م، حمزه ع، هاشمي س، نيكومرام ف "كشف اولويت ها بدون نياز به تاريخچه " همايش كابردهاي صلح آميز تكنولوژي هسته اي (1388) |
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19-Bagheri Koushkcheh E, Dastghaibyfard G, Hamzeh A "An efficient and fast influence maximization algorithm based on community detection " 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (2016) |
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20-Soleimanpour M, Hamzeh A "A game-theoretic approachfor locallydetecting overlapping communities in social networks " IKT 2016 (2016) |
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21-Afshar A, Zolghaيri Jahromi M, Hamzeh A "A Parameter-Free Method for Detecting Local Communities Based on Attainable Information " ASONAM 2016 (2016) |
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22-Samie M, Hamzeh A "A Novel Evolutionary Approach for Community Detection in Dynamic Social Networks " 1st Conference on Swarm Intelligence and Evolutionary Computation (2016) |
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23-Farrokhmanesh M, Hamzeh A "A Novel Method for Malware Detection Using Audio Signal Processing Techniques " 6th joint Conference on Artificial Intelligence & Robotics (2016) |
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24-Foroutan Eghlidi N, Afshar A, Ashenagar B, Hamzeh A "A Lightweight Method to Investigate Unknown Social Network Structure " Computer and Knowledge Engineering (ICCKE), 2015 5th International Conference on (2015) |
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25-Afshar A, Ashenagar B, Foroutan Eghlidi N, Zolghaيri Jahromi M, Hamzeh A "Using Local Utility Maximization to Detect Social Networks Communities " The 20th International Symposium on Computer Science and Software Engineering (CSSE 2015) (2015) |
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26-Ashenagar B, Foroutan Eghlidi N, Afshar A, Hamzeh A " Team Formation in Social Networks based on Local Distance Metric " FSKD 2015 (2015) |
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27-Loveymi S, Hamzeh A "Proposing An Evolutionary Method Based On Maximization Precision Of Group Recommender Systems " IKT 2015 (2015) |
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28-Bazrafshan Z, Hamzeh A "Metamorphic Malware Categorization using Co-Evolutinary Algorithm " IKT 2015 (2015) |
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29-Ashenagar B, Hamzeh A, Foroutan Eghlidi N, Afshar A "A Fast Approach for Multi-Objective Team Formation in Social Networks " IKT 2015 (2015) |
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30-Famouri M, Hamzeh A "A New Complete Heuristic Approach for Ant Rendezvous Problem " 4th International Conference on Computer and Knowledge Engineering (2014) |
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31-Mozafari N, Kazem M, Khodayari M, Hamzeh A "A Game Theoretic Approach to control IDS Sensitivity " IKT 2013 (2013) |
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32-Hajibagheri N, Hamzeh A, Sukthankar G "Modeling Information Diffusion and Community Membership using Stochastic Optimization " ASONAM 2013 (2013) |
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33-Khoorsand Z, Hamzeh A "A Novel Compression-Based Approach for Malware Detection Using PE Header " IKT 2013 (2013) |
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34-Jalili S, Hamzeh A "Enhanced Overlapping Community detection in Social Networks using Wise Initialization " IKT 2013 (2013) |
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35-Bazrafshan Z, Hazrati Fard S, Hashemi H, Hamzeh A "A Survey on Heuristic Malware Detection Techniques " IKT 2013 (2013) |
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36-Moghadas R, Mansoori E, Hamzeh A "A new multi-agent algorithm for solving constraint satisfaction problems " 5th Conference on Information and Knowledge Technology (2013) |
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37-Hajibaghery A, Alvari H, Hamzeh A, Hashemi S "Community Detection in Social Networks Using Information Diffusion " Advances in Social Networks Analysis and Mining (ASONAM) (2012) |
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38-Farhadi F, Hoseini E, Hashemi S, Hamzeh A "TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social Networks " 12th International Conference on Data Mining Workshops (2012) |
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39-Sorkhi M, Alvari H, Hashemi S, Hamzeh A "A Game-Theoretic Framework to Identify Top-K Teams in Social Networks " KDIR (2012) |
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40-Malakooti N, Hamzeh A "A Weighted Semantic Similarity Technique for Document Clustering " ICEEE2012 (2012) |
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41-Askarian N, Fazly A, Hamzeh A "A Comparison of Statistical Measures for the Automatic Identification of Persian Light Verb Constructions " AISP 2012 (2012) |
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42-Hajibaghery A, Alvari H, Hamzeh A, Hashemi S "Social Networks Community Detection Using the Shapley Value " AISP 2012 (2012) |
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43-Adeli A, Sinaee M, Zomorodian M, Hamzeh A "Harmony-based Feature Weighting to Improve the Nearest Neighbor classification " ACITY 2012 (2012) |
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44-Taslimi pour S, Fazly A, Hamzeh A "Using Noun Similarity to Adapt an Acceptability Measure for Persian Light Verb Constructions " LREC 2012 (2012) |
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45-Hazrati fard S, Hamzeh A, Hashemi S "A Game Theoretic Framework for Feature Selection " 9th International Conference on Fuzzy Systems and Knowledge Discovery (2012) |
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46-Hazrati fard S, Hamzeh A, Hashemi S "Proposing a Reinforcement Learning based approach for Feature Selection " AISP 2012 (2012) |
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47-Hoseini E, Hashemi S, Hamzeh A " Link Prediction in Social Network Using Co-clustering Based Approach " AINA Workshops 2012 (2012) |
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48-Badami M, Hamzeh A, Hashemi S "A Probabilistic Approach for Multi-Objective Clustering Using Game Theory " AISP 2012 (2012) |
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49-Taslimi pour S, Fazly A, Hamzeh A "A Class-based Acceptability Measure for Persian Light Verb Constructions " AISP 2012 (2012) |
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50-Tahernezhadyani K, Bazargan Lari K, Hamzeh A, Hashemi S "A Multi-Objective Evolutionary Algorithm Based on Complete-Linkage Clustering to Enhance the Solution Space Diversity " AISP 2012 (2012) |
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51-Ahmadi abhari S, Hamzeh A, Hashemi S "Combining Feature Wrapper and Filter in a Novel Evolutionary Based Feature Extraction Approach " AISP 2012 (2012) |
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52-Hoseini E, Hashemi S, Hamzeh A "A levelwise spectral co-clustering algorithm for collaborative filtering " h International Conference on Ubiquitous Information Management and Communication (2012) |
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53-Khorshidpour Z, Hashemi S, Hamzeh A "An Approach to Learn Categorical Distance Based on Attributes Correlation " ICEE 2011 (2011) |
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54-Farhadi F, Sorkhi M, Hashemi S, Hamzeh A "An Effective Expert Team Formation in Social Networks Based on Skill Grading " ICDM Workshops 2011 (2011) |
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55-Rashidi L, Hashemi S, Hamzeh A "Anomaly Detection in Categorical Datasets Using Bayesian Networks " AICI 2011 (2011) |
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56-Alvari H, Hashemi S, Hamzeh A "Detecting Overlapping Communities in Social Networks by Game Theory and Structural Equivalence Concept " AICI 2011 (2011) |
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57-Ahmadi abhari S, Hamzeh A, Hashemi S "Voting based learning classifier system for multi-label classification " GECCO 2011 (2011) |
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58-Sholeh F, Hamzeh A, Hashemi S "Towards final rule set reduction in XCS: a fuzzy representation approach " GECCO 2011 (2011) |
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59-Khorshidpour Z, Hashemi S, Hamzeh A "Distance Learning for Categorical Attribute Based on Context Information " 2010 2nd International Conference on Software Technology and Engineering(ICSTE) (2010) |
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60-Sholeh F, Hamzeh A, Hashemi S "To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition " SEAL 2010 (2010) |
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61-Majd M, Sholeh F, Hashemi S, Hamzeh A "Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme " SEAL 2010 (2010) |
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62-همايوني , Hashemi S, Hamzeh A "Instance-based ensemble learning algorithm with stacking framework " 2nd International Conference on Software Technology and Engineering (2010) |
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63-Sami A, Yadegari B, رحيمي , پيرويان , Hashemi S, Hamzeh A "Malware Detection Based on Mining API Calls " ACM SAC 2010 (2010) |
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64-Zaker Habib Abadi N, Hamzeh A, Katebi S, سماوي "Improving Security of Pixel Value Differencing Steganographic Method " IEEE NTMS 2009 (2009) |
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65-Meshkinfam fard S, Hamzeh A, Ziarati K "A Grid Based Cooperative Co-evolutionary Multi-objective Algorithm " AICI2009 (2009) |
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66-Asadi Golmankhaneh H, Hamzeh A "Influence Maximizing in a Diffusion Model based on Propagating Negative Ideas in Social Networks " First International Conference on New Perspective in Electrical and computer Engineering (1395) |
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67-Ghodousi E, Hamzeh A "A New Approach for Trust Prediction by using collaborative filtering based on Pareto dominance in Social Networks " کنفرانس بين المللي يافته هاي نوين پژوهشي در مهندسي برق و علوم کامپيوتر (1394) |
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68-Garmsiri S, Hamzeh A "New Graph Based Trust Similarity Measure " کنفرانس بين المللي يافته هاي نوين پژوهشي در مهندسي برق و علوم کامپيوتر (1394) |
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69-Shadkam S, Hamzeh A "A new approach for classification and detection of Metamorphic Malware " Softsec 2014 (1393) |
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70-Dialameh M, Rajabzadeh H, Hamzeh A "Malware Detection Based on Mixture of API Calls Sequences " Softsec 2014 (1393) |
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71-Afshar A, Ashenagar B, Hazrati Fard S, Lashkari A, Hamzeh A "A Novel Approach for Malware Detection based on Evolutionary Strategy " Softsec 2014 (1393) |
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