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ORCIDPeter Andreae
Peter M. Andreae
Person information
- affiliation: Victoria University of Wellington, New Zealand
- affiliation (former): Massachusetts Institute of Technology, Cambridge, MA, USA
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2020 – today
- 2023
[c94]Trevor Londt
, Xiaoying Gao, Peter Andreae, Yi Mei:
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. AI (2) 2023: 416-428- [c93]Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei:
A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search. SSCI 2023: 1814-1820 - [i3]Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei:
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. CoRR abs/2312.07760 (2023) - 2022
- [c92]Binh Thanh Dang, Bach Hoai Nguyen, Peter Andreae:
Operation-based Greedy Algorithm for Discounted Knapsack Problem. AI 2022: 646-660 - 2021
- [j25]Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang:
A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation. IEEE Trans. Cybern. 51(2): 589-603 (2021) - [j24]Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang:
A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation. IEEE Trans. Cybern. 51(12): 6319-6332 (2021) - [c91]Trevor Londt, Xiaoying Gao, Peter Andreae:
Evolving Character-Level DenseNet Architectures Using Genetic Programming. EvoApplications 2021: 665-680 - 2020
- [j23]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Semantic association computation: a comprehensive survey. Artif. Intell. Rev. 53(6): 3849-3899 (2020) - [j22]Bach Hoai Nguyen, Bing Xue, Peter Andreae, Hisao Ishibuchi, Mengjie Zhang:
Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms. IEEE Trans. Evol. Comput. 24(1): 170-184 (2020) - [i2]Trevor Londt, Xiaoying Gao, Bing Xue, Peter Andreae:
Evolving Character-level Convolutional Neural Networks for Text Classification. CoRR abs/2012.02223 (2020) - [i1]Trevor Londt, Xiaoying Gao, Peter Andreae:
Evolving Character-Level DenseNet Architectures using Genetic Programming. CoRR abs/2012.02327 (2020)
2010 – 2019
- 2019
- [j21]Saeed Mirghasemi, Peter Andreae, Mengjie Zhang:
Domain-independent severely noisy image segmentation via adaptive wavelet shrinkage using particle swarm optimization and fuzzy C-means. Expert Syst. Appl. 133: 126-150 (2019) - [c90]Bach Hoai Nguyen, Bing Xue, Mengjie Zhang, Peter Andreae:
Population-based ensemble classifier induction for domain adaptation. GECCO 2019: 437-445 - [c89]Yau Hee Kho, Craig A. Watterson, Peter Andreae, Mohammad Nekooei:
An analysis of students' writing: the design of an online repository as a writing support. TALE 2019: 1-6 - 2018
- [j20]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue, Lam Thu Bui:
Improving performance of classification on incomplete data using feature selection and clustering. Appl. Soft Comput. 73: 848-861 (2018) - [j19]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue, Lam Thu Bui:
An effective and efficient approach to classification with incomplete data. Knowl. Based Syst. 154: 1-16 (2018) - [j18]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
PSO with surrogate models for feature selection: static and dynamic clustering-based methods. Memetic Comput. 10(3): 291-300 (2018) - [c88]Muhammad Adeel Mahmood, Ian Welch, Peter Andreae:
Enhanced Event Reliability in Wireless Sensor Networks. AINA 2018: 93-100 - [c87]Cao Truong Tran, Mengjie Zhang, Bing Xue, Peter Andreae:
Genetic Programming with Interval Functions and Ensemble Learning for Classification with Incomplete Data. Australasian Conference on Artificial Intelligence 2018: 577-589 - [c86]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
A particle swarm optimization based feature selection approach to transfer learning in classification. GECCO 2018: 37-44 - 2017
- [c85]Ying Qu, Bryan Ng, Hang Yu, Peter Andreae, Winston K. G. Seah:
Fitness evaluation for channel assignment algorithms in IEEE 802.11 WMNs. CCNC 2017: 361-364 - [c84]Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang:
Particle Swarm Optimisation with genetic operators for feature selection. CEC 2017: 286-293 - [c83]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
Bagging and Feature Selection for Classification with Incomplete Data. EvoApplications (1) 2017: 471-486 - [c82]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification. EvoApplications (1) 2017: 487-505 - [c81]Bach Hoai Nguyen, Bing Xue, Hisao Ishibuchi, Peter Andreae, Mengjie Zhang:
Multiple reference points MOEA/D for feature selection. GECCO (Companion) 2017: 157-158 - [c80]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
Multiple imputation and genetic programming for classification with incomplete data. GECCO 2017: 521-528 - [c79]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
Genetic programming based feature construction for classification with incomplete data. GECCO 2017: 1033-1040 - [c78]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
A Hybrid GA-GP Method for Feature Reduction in Classification. SEAL 2017: 591-604 - 2016
- [j17]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
Improving performance for classification with incomplete data using wrapper-based feature selection. Evol. Intell. 9(3): 81-94 (2016) - [j16]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
Mutual information for feature selection: estimation or counting? Evol. Intell. 9(3): 95-110 (2016) - [j15]Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang:
New mechanism for archive maintenance in PSO-based multi-objective feature selection. Soft Comput. 20(10): 3927-3946 (2016) - [j14]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Query aspects approach to web search. Web Intell. 14(3): 173-197 (2016) - [c77]Cao Truong Tran, Mengjie Zhang, Peter Andreae:
Directly evolving classifiers for missing data using genetic programming. CEC 2016: 5278-5285 - [c76]Pakapan Limtrairut, Stuart Marshall, Peter Andreae:
Know the Mobile Learning Application Users - Transactional Distance Perspective. CSEDU (2) 2016: 378-387 - [c75]Dale A. Carnegie, Peter Andreae, Craig A. Watterson, Kris Bubendorfer:
The development of postgraduate ICT programmes: For an industry that does not want traditional postgraduate students. EDUCON 2016: 702-708 - [c74]Cao Truong Tran, Mengjie Zhang, Peter Andreae:
A Genetic Programming-Based Imputation Method for Classification with Missing Data. EuroGP 2016: 149-163 - [c73]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
A Wrapper Feature Selection Approach to Classification with Missing Data. EvoApplications (1) 2016: 685-700 - [c72]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization. EvoApplications (1) 2016: 719-736 - [c71]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue:
Directly Constructing Multiple Features for Classification with Missing Data using Genetic Programming with Interval Functions. GECCO (Companion) 2016: 69-70 - [c70]Pakapan Limtrairut, Stuart Marshall, Peter Andreae:
Mobile Learning Application for Computer Science Students: A Transactional Distance Perspective. ICER 2016: 285-286 - [c69]Bach Hoai Nguyen, Bing Xue, Peter Andreae:
Proceedings in Adaptation, Learning and Optimization. IES 2016: 319-332 - [c68]Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue, Lam Thu Bui:
Proceedings in Adaptation, Learning and Optimization. IES 2016: 401-415 - [c67]Saeed Mirghasemi, Peter Andreae, Mengjie Zhang, Ramesh Kumar Rayudu:
Severely noisy image segmentation via wavelet shrinkage using PSO and Fuzzy C-Means. SSCI 2016: 1-8 - 2015
- [j13]David X. Wang, Xiaoying Gao, Peter Andreae:
DIKEA: Exploiting Wikipedia for keyphrase extraction. Web Intell. 13(3): 153-165 (2015) - [c66]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-objective multi-view clustering ensemble based on evolutionary approach. CEC 2015: 1696-1703 - [c65]Cao Truong Tran, Peter Andreae, Mengjie Zhang:
Impact of imputation of missing values on Genetic programming based multiple feature construction for classification. CEC 2015: 2398-2405 - [c64]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). DSAA 2015: 1-9 - [c63]Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang:
Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection. EvoApplications 2015: 541-553 - [c62]Cao Truong Tran, Mengjie Zhang, Peter Andreae:
Multiple Imputation for Missing Data Using Genetic Programming. GECCO 2015: 583-590 - [c61]Abdul Wahid, Xiaoying Gao, Peter Andreae:
A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme. WISE (2) 2015: 124-138 - 2014
- [j12]Tim Bell, Peter Andreae, Anthony V. Robins:
A Case Study of the Introduction of Computer Science in NZ Schools. ACM Trans. Comput. Educ. 14(2): 10:1-10:31 (2014) - [c60]Rashina Hoda, Peter Andreae:
It's Not Them, It's Us! Why Computer Science Fails to Impress Many First Years. ACE 2014: 159-162 - [c59]Helen E. Andreae, Peter M. Andreae, Jason Low, Deidre Brown:
A study of auti: a socially assistive robotic toy. IDC 2014: 245-248 - [c58]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-view clustering of web documents using multi-objective genetic algorithm. IEEE Congress on Evolutionary Computation 2014: 2625-2632 - [c57]Alexandre Sawczuk da Silva, Xiaoying Gao, Peter Andreae:
Wallace: Incorporating Search into Chatting. PRICAI 2014: 842-848 - [c56]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Using Asymmetric Associations for Commonsense Causality Detection. PRICAI 2014: 877-883 - [c55]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Probabilistic Associations as a Proxy for Semantic Relatedness. WISE (1) 2014: 512-522 - [c54]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features. WISE (1) 2014: 523-533 - 2013
- [j11]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Query directed clustering. Knowl. Inf. Syst. 36(3): 693-729 (2013) - [j10]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles. Res. Comput. Sci. 70: 57-68 (2013) - [c53]David Thompson, Tim Bell, Peter Andreae, Anthony V. Robins:
The role of teachers in implementing curriculum changes. SIGCSE 2013: 245-250 - [c52]Aleksandar Stojmirovic, Peter Andreae, Mike Boland, Thomas William Jordan, Vladimir Pestov:
PFMFind: A System for Discovery of Peptide Homology and Function. SISAP 2013: 319-324 - [c51]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations. WISE (1) 2013: 92-101 - [c50]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Exploiting User Queries for Search Result Clustering. WISE (1) 2013: 111-120 - 2012
- [j9]Kourosh Neshatian, Mengjie Zhang, Peter Andreae:
A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming. IEEE Trans. Evol. Comput. 16(5): 645-661 (2012) - [c49]John Park, Xiaoying Gao, Peter Andreae:
Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. ADMA 2012: 91-99 - [c48]Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen:
Query Expansion Powered by Wikipedia Hyperlinks. Australasian Conference on Artificial Intelligence 2012: 421-432 - [c47]David X. Wang, Xiaoying Gao, Peter Andreae:
DIKEA: Domain-Independent Keyphrase Extraction Algorithm. Australasian Conference on Artificial Intelligence 2012: 719-730 - [c46]Dale A. Carnegie, Craig A. Watterson, Peter Andreae, Will N. Browne:
Prediction of success in engineering study. EDUCON 2012: 1-9 - [c45]Samuel Hindmarsh, Peter Andreae, Mengjie Zhang:
Genetic programming for improving image descriptors generated using the scale-invariant feature transform. IVCNZ 2012: 85-90 - [c44]David X. Wang, Xiaoying Gao, Peter Andreae:
Automatic Keyword Extraction from Single-Sentence Natural Language Queries. PRICAI 2012: 637-648 - [c43]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Harnessing Wikipedia Semantics for Computing Contextual Relatedness. PRICAI 2012: 861-865 - [c42]Tim Bell, Peter Andreae, Anthony V. Robins:
Computer science in NZ high schools: the first year of the new standards. SIGCSE 2012: 343-348 - [c41]Tim Bell, Heidi Newton, Peter Andreae, Anthony V. Robins:
The introduction of computer science to NZ high schools: an analysis of student work. WiPSCE 2012: 5-15 - 2011
- [c40]Keith Cassell, Craig Anslow, Lindsay Groves, Peter Andreae:
Visualizing the Refactoring of Classes via Clustering. ACSC 2011: 63-72 - [c39]Keith Cassell, Peter Andreae, Lindsay Groves:
A Dual Clustering Approach to the Extract Class Refactoring. SEKE 2011: 77-82 - [c38]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Phoneme Based Representation for Vietnamese Web Page Classification. Web Intelligence 2011: 15-22
2000 – 2009
- 2009
- [c37]Maciej Wojnar, Peter Andreae:
HOPPER: a hierarchical planning agent for unpredictable domains. ACSC 2009: 73-81 - [c36]Edward Stanley, Pavle Mogin, Peter Andreae:
S.E.A.L. - A Query Language for Entity-Association Queries. ADC 2009: 69-78 - [c35]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Vietnamese Document Representation and Classification. Australasian Conference on Artificial Intelligence 2009: 577-586 - [c34]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Text Categorization for Vietnamese Documents. Web Intelligence/IAT Workshops 2009: 466-469 - [c33]Keith Cassell, Peter Andreae, Lindsay Groves, James Noble:
Towards Automating Class-Splitting Using Betweenness Clustering. ASE 2009: 595-599 - 2008
- [j8]Peter Andreae, Huayang Xie, Mengjie Zhang:
Genetic Programming for detecting rhythmic stress in spoken English. Int. J. Knowl. Based Intell. Eng. Syst. 12(1): 15-28 (2008) - [c32]Huayang Xie, Mengjie Zhang, Peter Andreae:
An analysis of the distribution of swapped subtree sizes in tree-based genetic programming. IEEE Congress on Evolutionary Computation 2008: 2859-2866 - [c31]Huayang Xie, Mengjie Zhang, Peter Andreae, Mark Johnston:
Is the not-sampled issue in tournament selection critical? IEEE Congress on Evolutionary Computation 2008: 3710-3717 - [c30]Huayang Xie, Mengjie Zhang, Peter Andreae, Mark Johnston:
An analysis of multi-sampled issue and no-replacement tournament selection. GECCO 2008: 1323-1330 - [c29]Kourosh Neshatian, Mengjie Zhang, Peter Andreae:
Genetic Programming for Feature Ranking in Classification Problems. SEAL 2008: 544-554 - [c28]Yun Zhang, Peter Andreae:
Iterative Neighbourhood Similarity Computation for Collaborative Filtering. Web Intelligence 2008: 806-809 - 2007
- [c27]Huayang Xie, Mengjie Zhang, Peter Andreae:
Genetic Programming for New Zealand CPI Inflation Prediction. IEEE Congress on Evolutionary Computation 2007: 2538-2545 - [c26]Huayang Xie, Mengjie Zhang, Peter Andreae:
An analysis of depth of crossover points in tree-based Genetic Programming. IEEE Congress on Evolutionary Computation 2007: 4561-4568 - [c25]William D. Smart, Peter Andreae, Mengjie Zhang:
Empirical Analysis of GP Tree-Fragments. EuroGP 2007: 55-67 - [c24]Huayang Xie, Mengjie Zhang, Peter Andreae:
Another investigation on tournament selection: modelling and visualisation. GECCO 2007: 1468-1475 - [c23]Huayang Xie, Mengjie Zhang, Peter Andreae:
An analysis of constructive crossover and selection pressure in genetic programming. GECCO 2007: 1739-1748 - [c22]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Exploiting underrepresented query aspects for automatic query expansion. KDD 2007: 191-200 - [c21]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
QC4 - A Clustering Evaluation Method. PAKDD 2007: 59-70 - [c20]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Understanding Query Aspects with applications to Interactive Query Expansion. Web Intelligence 2007: 691-695 - 2006
- [c19]Huayang Xie, Mengjie Zhang, Peter Andreae:
A Study of Good Predecessor Programs for Reducing Fitness Evaluation Cost in Genetic Programming. IEEE Congress on Evolutionary Computation 2006: 2661-2668 - [c18]Huayang Xie, Mengjie Zhang, Peter Andreae:
Population Clustering in Genetic Programming. EuroGP 2006: 190-201 - [c17]Huayang Xie, Mengjie Zhang, Peter Andreae:
Genetic Programming for Automatic Stress Detection in Spoken English. EvoWorkshops 2006: 460-471 - [c16]Huayang Xie, Mengjie Zhang, Peter Andreae:
Automatic Selection Pressure Control in Genetic Programming. ISDA (1) 2006: 435-440 - [c15]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Query Directed Web Page Clustering. Web Intelligence 2006: 202-210 - 2005
- [c14]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Improving Web Clustering by Cluster Selection. Web Intelligence 2005: 172-178 - [c13]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Standardized Evaluation Method for Web Clustering Results. Web Intelligence 2005: 280-283 - 2004
- [j7]Xiaoying Gao, Mengjie Zhang, Peter Andreae:
Automatic Pattern Construction For Web Information Extraction. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12(4): 447-470 (2004) - [c12]Huayang Xie, Peter Andreae, Mengjie Zhang, Paul Warren:
Learning Models for English Speech Recognition. ACSC 2004: 323-329 - [c11]Huayang Xie, Peter Andreae, Mengjie Zhang, Paul Warren:
Detecting Stress in Spoken English using Decision Trees and Support Vector Machines. ACSW 2004: 145-150 - [c10]Mengjie Zhang, Peter Andreae, Urvesh Bhowan:
A Two Phase Genetic Programming Approach to Object Detection. KES 2004: 224-231 - [c9]Xiaoying Gao, Peter Andreae, Richard Collins:
Approximately Repetitive Structure Detection for Wrapper Induction. PRICAI 2004: 585-594 - 2003
- [j6]Mengjie Zhang, Victor Ciesielski, Peter Andreae:
A Domain-Independent Window Approach to Multiclass Object Detection Using Genetic Programming. EURASIP J. Adv. Signal Process. 2003(8): 841-859 (2003) - [c8]Mengjie Zhang, Peter Andreae, Mark Pritchard:
Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection. EvoWorkshops 2003: 455-466 - [c7]Xiaoying Gao, Mengjie Zhang, Peter Andreae:
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling. Web Intelligence 2003: 495-498 - 2002
- [j5]Michael Molla, Peter Andreae, Jeremy D. Glasner, Frederick R. Blattner, Jude W. Shavlik:
Interpreting microarray expression data using text annotating the genes. Inf. Sci. 146(1-4): 75-88 (2002) - [c6]Michael Molla, Peter Andreae, Jeremy D. Glasner, Frederick R. Blattner, Jude W. Shavlik:
Interpreting Microarray Expression Data Using Text Annotating the Genes. JCIS 2002: 1224-1230
1990 – 1999
- 1998
- [j4]Anand Raman, Peter Andreae, Jon D. Patrick:
A beam search algorithm for PFSA inference. Pattern Anal. Appl. 1(2): 121-129 (1998) - [c5]Peter Hall, Milton Ngan, Peter Andreae:
Reconstructing vascular skeletons from x-ray angiograms. Medical Imaging: Image Processing 1998 - 1997
- [j3]Peter Hall, Milton Ngan, Peter Andreae:
Reconstruction of Vascular Networks Using Three-Dimensional Models. IEEE Trans. Medical Imaging 16(6): 919-929 (1997) - [c4]Judy Brown, Peter Andreae, Robert Biddle, Ewan D. Tempero:
Women in introductory computer science: experience at Victoria University of Wellington. SIGCSE 1997: 111-115 - 1996
- [c3]Peter Hall, Milton Ngan, Peter Andreae:
Reconstruction of Blood Vessel Networks from X-Ray Projections and a Vascular Catalogue. ECCV (2) 1996: 293-303 - 1995
- [c2]Peter Hall, Peter Andreae, Milton Ngan:
Reconstruction of blood vessel networks from a few perspective projections. ANNES 1995: 369-372 - 1993
- [j2]John H. Andreae, Shaun W. Ryan, Mark L. Tomlinson, Peter M. Andreae:
Structure from Associative Learning. Int. J. Man Mach. Stud. 39(6): 1031-1050 (1993)
1980 – 1989
- 1984
- [b1]Peter M. Andreae:
Justified generalization: acquiring procedures from examples. Massachusetts Institute of Technology, Cambridge, MA, USA, 1984 - [c1]Peter M. Andreae:
Constraint Limited Generalization: Acquiring Procedures From Examples. AAAI 1984: 6-10 - 1980
- [j1]Harold Abelson, Peter Andreae:
Information Transfer and Area-Time Tradeoffs for VLSI Multiplication. Commun. ACM 23(1): 20-23 (1980)
Coauthor Index
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