default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDEvangelos E. Papalexakis
Vagelis Papalexakis
Person information
- affiliation: University of California Riverside, CA, USA
- affiliation (former): Carnegie Mellon University, Computer Science Department
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j31]William Shiao
, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis:
TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. 38(1): 1-21 (2024)- [j30]William Shiao, Evangelos E. Papalexakis:
FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4217-4232 (2024) - [j29]William Shiao, Evangelos E. Papalexakis:
Correction: FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4238-4239 (2024) - [j28]William Shiao, Evangelos E. Papalexakis:
Synthetic data for learning-based knowledge discovery. SIGKDD Explor. 26(1): 19-23 (2024) - [c118]Abdulrahman Fahim, Shitong Zhu, Zhiyun Qian, Chengyu Song, Evangelos E. Papalexakis, Supriyo Chakraborty, Kevin S. Chan, Paul L. Yu, Trent Jaeger, Srikanth V. Krishnamurthy:
DNS Exfiltration Guided by Generative Adversarial Networks. EuroS&P 2024: 580-599 - [c117]Uday Singh Saini, Zhongfang Zhuang, Chin-Chia Michael Yeh, Wei Zhang, Evangelos E. Papalexakis:
Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification. SDM 2024: 797-805 - [c116]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. WWW (Companion Volume) 2024: 842-846 - [c115]Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis:
Compact Interpretable Tensor Graph Multi-Modal News Embeddings. WWW (Companion Volume) 2024: 847-850 - [e3]Shashi Shekhar, Vagelis Papalexakis, Jing Gao, Zhe Jiang, Matteo Riondato:
Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024, Houston, TX, USA, April 18-20, 2024. SIAM 2024, ISBN 978-1-61197-803-2 [contents] - [i48]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. CoRR abs/2403.07321 (2024) - [i47]William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu:
Improving Out-of-Vocabulary Handling in Recommendation Systems. CoRR abs/2403.18280 (2024) - [i46]Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong:
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR abs/2405.15202 (2024) - [i45]Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis:
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR abs/2406.17261 (2024) - [i44]Yunshu Wu, Yingtao Luo, Xianghao Kong, Evangelos E. Papalexakis, Greg Ver Steeg:
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training. CoRR abs/2407.08946 (2024) - 2023
- [j27]Abdulrahman Fahim, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Lance M. Kaplan, Tarek F. Abdelzaher:
AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 7(2): 14:1-14:27 (2023) - [c114]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. ICLR 2023 - [c113]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD 2023: 2036-2048 - [c112]Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis:
Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation. SDM 2023: 82-90 - [i43]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR abs/2306.06936 (2023) - [i42]Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis:
Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture. CoRR abs/2311.15138 (2023) - [i41]Biqian Cheng, Evangelos E. Papalexakis, Jia Chen:
Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR abs/2312.00296 (2023) - 2022
- [j26]Ravdeep S. Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Adaptive granularity in tensors: A quest for interpretable structure. Frontiers Big Data 5 (2022) - [j25]Abdulrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data. IEEE Internet Things J. 9(12): 9749-9765 (2022) - [j24]Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Task-agnostic representation learning of multimodal twitter data for downstream applications. J. Big Data 9(1): 18 (2022) - [c111]Ekta Gujral, Evangelos E. Papalexakis:
Aptera: Automatic PARAFAC2 Tensor Analysis. ASONAM 2022: 17-21 - [c110]Joobin Gharibshah, Jakapun Tachaiya, Arman Irani, Evangelos E. Papalexakis, Michalis Faloutsos:
IKEA: Unsupervised domain-specific keyword-expansion. ASONAM 2022: 496-503 - [c109]Negin Entezari, Evangelos E. Papalexakis:
Low-rank Defenses Against Adversarial Attacks in Recommender Systems. IEEE Big Data 2022: 5708-5714 - [c108]Uday Singh Saini, Evangelos E. Papalexakis:
Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. DSAA 2022: 1-12 - [c107]Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis:
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) 2022: 232-237 - [c106]Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis:
TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM 2022: 568-577 - [c105]Negin Entezari, Evangelos E. Papalexakis:
Tensorshield: Tensor-based Defense Against Adversarial Attacks on Images. MILCOM 2022: 999-1004 - [c104]Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang:
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-agent Reinforcement Learning. ECML/PKDD (4) 2022: 251-266 - [c103]Sara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis:
Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few Labels. ECML/PKDD (2) 2022: 571-587 - [e2]Arindam Banerjee, Zhi-Hua Zhou, Evangelos E. Papalexakis, Matteo Riondato:
Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022. SIAM 2022, ISBN 978-1-61197-717-2 [contents] - [i40]Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang:
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning. CoRR abs/2205.12449 (2022) - [i39]William Shiao, Evangelos E. Papalexakis:
FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors. CoRR abs/2206.09316 (2022) - [i38]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. CoRR abs/2211.14394 (2022) - 2021
- [c102]Negin Entezari, Evangelos E. Papalexakis, Haixun Wang, Sharath Rao, Shishir Kumar Prasad:
Tensor-based Complementary Product Recommendation. IEEE BigData 2021: 409-415 - [c101]Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk:
Matrix Profile Index Approximation for Streaming Time Series. IEEE BigData 2021: 2775-2784 - [c100]Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
Mining Bursty Groups from Interaction Data. CIKM 2021: 596-605 - [c99]Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah:
NED: Niche Detection in User Content Consumption Data. CIKM 2021: 627-637 - [c98]William Shiao, Evangelos E. Papalexakis:
Adversarially Generating Rank-Constrained Graphs. DSAA 2021: 1-8 - [c97]Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis:
Identifying Misinformation from Website Screenshots. ICWSM 2021: 2-13 - [c96]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns from Multi-modal Data. ICWSM 2021: 230-241 - [c95]Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis:
Subspace Clustering Based Analysis of Neural Networks. ECML/PKDD (3) 2021: 697-712 - [c94]Mariam Salloum, Daniel R. Jeske, Wenxiu Ma, Vagelis Papalexakis, Christian R. Shelton, Vassilis J. Tsotras, Shuheng Zhou:
Developing an Interdisciplinary Data Science Program. SIGCSE 2021: 509-515 - [c93]William Shiao, Evangelos E. Papalexakis:
KI2TE: Knowledge-Infused InterpreTable Embeddings for COVID-19 Misinformation Detection. KnOD@WWW 2021 - [e1]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents] - [i37]Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis:
Identifying Misinformation from Website Screenshots. CoRR abs/2102.07849 (2021) - [i36]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection. CoRR abs/2102.07857 (2021) - [i35]Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis:
Subspace Clustering Based Analysis of Neural Networks. CoRR abs/2107.01296 (2021) - [i34]Sara Abdali, M. Alex O. Vasilescu, Evangelos E. Papalexakis:
Deepfake Representation with Multilinear Regression. CoRR abs/2108.06702 (2021) - 2020
- [j23]Yorgos Tsitsikas, Evangelos E. Papalexakis:
NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition. Big Data 8(5): 412-430 (2020) - [j22]Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. 62(7): 2765-2794 (2020) - [j21]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PINE: tensor-based predictable and interpretable node embeddings. Soc. Netw. Anal. Min. 10(1): 46 (2020) - [c92]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion. ACSSC 2020: 187-190 - [c91]Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos:
L1-Norm RESCAL Decomposition. ACSSC 2020: 940-944 - [c90]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. ASONAM 2020: 401-408 - [c89]Jakapun Tachaiya, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RThread: A thread-centric analysis of security forums. ASONAM 2020: 473-477 - [c88]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. ASONAM 2020: 515-522 - [c87]Ekta Gujral, Evangelos E. Papalexakis:
OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. DSAA 2020: 168-177 - [c86]Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma:
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. EMNLP (1) 2020: 3293-3298 - [c85]Bashar Romanous, Mohammadreza Rezvani, Junjie Huang, Daniel Wong, Evangelos E. Papalexakis, Vassilis J. Tsotras, Walid A. Najjar:
High-Performance Parallel Radix Sort on FPGA. FCCM 2020: 224 - [c84]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) 2020: 561-563 - [c83]Ravdeep S. Pasricha, Pravallika Devineni, Evangelos E. Papalexakis, Ramakrishnan Kannan:
Tensorized Feature Spaces for Feature Explosion. ICPR 2020: 6298-6304 - [c82]Niluthpol Chowdhury Mithun, Ravdeep Pasricha, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Webly Supervised Image-Text Embedding with Noisy Tag Refinement. ICPR 2020: 7454-7461 - [c81]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
REST: A Thread Embedding Approach for Identifying and Classifying User-Specified Information in Security Forums. ICWSM 2020: 217-228 - [c80]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. SAM 2020: 1-5 - [c79]Ehsan Samani, Parviz Khaledian, Armin Aligholian, Evangelos E. Papalexakis, Shawn Cun, Masoud H. Nazari, Hamed Mohsenian Rad:
Anomaly Detection in IoT-Based PIR Occupancy Sensors to Improve Building Energy Efficiency. ISGT 2020: 1-5 - [c78]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical Joint Decomposition. ECML/PKDD (5) 2020: 406-422 - [c77]Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Evangelos E. Papalexakis, Michalis Faloutsos:
SourceFinder: Finding Malware Source-Code from Publicly Available Repositories in GitHub. RAID 2020: 149-163 - [c76]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. SDM 2020: 577-585 - [c75]Yorgos Tsitsikas, Evangelos E. Papalexakis:
NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition. SDM 2020: 667-675 - [c74]Negin Entezari, Saba A. Al-Sayouri, Amirali Darvishzadeh, Evangelos E. Papalexakis:
All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs. WSDM 2020: 169-177 - [c73]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. WWW 2020: 452-462 - [i33]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
REST: A thread embedding approach for identifying and classifying user-specified information in security forums. CoRR abs/2001.02660 (2020) - [i32]Negin Entezari, Evangelos E. Papalexakis:
TensorShield: Tensor-based Defense Against Adversarial Attacks on Images. CoRR abs/2002.10252 (2020) - [i31]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition. CoRR abs/2005.04310 (2020) - [i30]Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Vagelis Papalexakis, Michalis Faloutsos:
SourceFinder: Finding Malware Source-Code from Publicly Available Repositories. CoRR abs/2005.14311 (2020) - [i29]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR abs/2008.07672 (2020) - [i28]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. CoRR abs/2011.07226 (2020) - [i27]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data. CoRR abs/2011.07363 (2020) - [i26]Uday Singh Saini, Evangelos E. Papalexakis:
Analyzing Representations inside Convolutional Neural Networks. CoRR abs/2012.12516 (2020)
2010 – 2019
- 2019
- [j20]Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
SURREAL: Subgraph Robust Representation Learning. Appl. Netw. Sci. 4(1): 88:1-88:20 (2019) - [j19]Ioakeim Perros, Evangelos E. Papalexakis, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun:
Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization. J. Biomed. Informatics 93 (2019) - [j18]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. 31(12): 2304-2318 (2019) - [c72]Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTEN: Online Compression-Based Tensor Decomposition. CAMSAP 2019: 455-459 - [c71]Mike Izbicki, Vagelis Papalexakis, Vassilis J. Tsotras:
Geolocating Tweets in any Language at any Location. CIKM 2019: 89-98 - [c70]Georgios Tsitsikas, Evangelos E. Papalexakis:
The Core Consistency of a Compressed Tensor. DSW 2019: 1-5 - [c69]Zhenjie Zhao, Andrew Cattle, Evangelos E. Papalexakis, Xiaojuan Ma:
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. EMNLP/IJCNLP (1) 2019: 6375-6380 - [c68]Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos:
Robust Multi-Relational Learning With Absolute Projection Rescal. GlobalSIP 2019: 1-5 - [c67]Abdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data. IC2E 2019: 76-85 - [c66]Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, Eamonn J. Keogh:
Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile. ICDM 2019: 936-945 - [c65]Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao:
Hacd: Hierarchical Agglomerative Community Detection In Social Networks. MLSP 2019: 1-6 - [c64]Mike Izbicki, Evangelos E. Papalexakis, Vassilis J. Tsotras:
Exploiting the Earth's Spherical Geometry to Geolocate Images. ECML/PKDD (2) 2019: 3-19 - [c63]Andrew Cattle, Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma:
Generating Document Embeddings for Humor Recognition using Tensor Decomposition. IberLEF@SEPLN 2019: 151-159 - [c62]Joobin Gharibshah, Zhabiz Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
An Empirical Study of Malicious Threads in Security Forums. WWW (Companion Volume) 2019: 176-182 - [i25]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Adaptive Granularity in Tensors: A Quest for Interpretable Structure. CoRR abs/1912.09009 (2019) - 2018
- [j17]Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. IEEE Signal Process. Lett. 25(4): 511-515 (2018) - [c61]Sanaz Bahargam, Evangelos E. Papalexakis:
Constrained Coupled Matrix-Tensor Factorization and its Application in Pattern and Topic Detection. ASONAM 2018: 91-94 - [c60]Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
Semi-supervised Content-Based Detection of Misinformation via Tensor Embeddings. ASONAM 2018: 322-325 - [c59]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PNE: Tensor-Based Predictable Node Embeddings. ASONAM 2018: 491-494 - [c58]Pravallika Devineni, Evangelos E. Papalexakis, Kalina Michalska, Michalis Faloutsos:
MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors. ASONAM 2018: 568-569 - [c57]Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CIKM 2018: 793-802 - [c56]Evangelos E. Papalexakis, Konstantinos Pelechrinis:
tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data. CIKM 2018: 2223-2232 - [c55]Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
LARC: Learning Activity-Regularized Overlapping Communities Across Time. KDD 2018: 1465-1474 - [c54]Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun:
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD 2018: 2080-2089 - [c53]Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval. ACM Multimedia 2018: 1856-1864 - [c52]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. PAKDD (3) 2018: 517-529 - [c51]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. ECML/PKDD (2) 2018: 327-343 - [c50]Md. Lutfor Rahman, Sharmistha Bardhan, Ajaya Neupane, Evangelos E. Papalexakis, Chengyu Song:
Learning Tensor-Based Representations from Brain-Computer Interface Data for Cybersecurity. ECML/PKDD (3) 2018: 389-404 - [c49]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. SDM 2018: 387-395 - [c48]Ekta Gujral, Evangelos E. Papalexakis:
SMACD: Semi-supervised Multi-Aspect Community Detection. SDM 2018: 702-710 - [c47]Konstantinos Pelechrinis, Evangelos E. Papalexakis:
Athlytics: Winning in Sports with Data. WSDM 2018: 787-788 - [r2]Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste:
Network Anomaly Detection Using Co-clustering. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i24]Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CoRR abs/1803.04572 (2018) - [i23]Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun:
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. CoRR abs/1803.05473 (2018) - [i22]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RIPEx: Extracting malicious IP addresses from security forums using cross-forum learning. CoRR abs/1804.04760 (2018) - [i21]Joobin Gharibshah, Tai-Ching Li, Andre Castro, Konstantinos Pelechrinis, Evangelos E. Papalexakis, Michalis Faloutsos:
Mining actionable information from security forums: the case of malicious IP addresses. CoRR abs/1804.04800 (2018) - [i20]Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings. CoRR abs/1804.09088 (2018) - [i19]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. CoRR abs/1804.09619 (2018) - [i18]Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
SURREAL: SUbgraph Robust REpresentAtion Learning. CoRR abs/1805.01509 (2018) - [i17]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings. CoRR abs/1805.01889 (2018) - [i16]Pravallika Devineni, Evangelos E. Papalexakis, Kalina Michalska, Michalis Faloutsos:
MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors. CoRR abs/1805.05476 (2018) - [i15]Tai-Ching Li, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
TrollSpot: Detecting misbehavior in commenting platforms. CoRR abs/1806.01997 (2018) - [i14]Uday Singh Saini, Evangelos E. Papalexakis:
A Peek Into the Hidden Layers of a Convolutional Neural Network Through a Factorization Lens. CoRR abs/1806.02012 (2018) - [i13]Sanaz Bahargam, Evangelos E. Papalexakis:
A Constrained Coupled Matrix-Tensor Factorization for Learning Time-evolving and Emerging Topics. CoRR abs/1807.00122 (2018) - [i12]Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTen: Online Compression-based Tensor Decomposition. CoRR abs/1807.01350 (2018) - [i11]Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval. CoRR abs/1808.07793 (2018) - [i10]Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh:
Representation Learning by Reconstructing Neighborhoods. CoRR abs/1811.01557 (2018) - [i9]Georgios Tsitsikas, Evangelos E. Papalexakis:
The core consistency of a compressed tensor. CoRR abs/1811.07428 (2018) - 2017
- [j16]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms. ACM Trans. Intell. Syst. Technol. 8(2): 16:1-16:44 (2017) - [j15]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
Homogeneity in Web Search Results: Diagnosis and Mitigation. ACM Trans. Intell. Syst. Technol. 8(5): 66:1-66:35 (2017) - [j14]Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos:
Tensor Decomposition for Signal Processing and Machine Learning. IEEE Trans. Signal Process. 65(13): 3551-3582 (2017) - [c46]Ishmam Zabir, Evangelos E. Papalexakis:
Balancing interpretability and predictive accuracy for unsupervised tensor mining. ACSSC 2017: 708-710 - [c45]Tai-Ching Li, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
TrollSpot: Detecting misbehavior in commenting platforms. ASONAM 2017: 171-175 - [c44]Joobin Gharibshah, Tai-Ching Li, Maria Solanas Vanrell, Andre Castro, Konstantinos Pelechrinis, Evangelos E. Papalexakis, Michalis Faloutsos:
InferIP: Extracting actionable information from security discussion forums. ASONAM 2017: 301-304 - [c43]Pravallika Devineni, Evangelos E. Papalexakis, Danai Koutra, A. Seza Dogruöz, Michalis Faloutsos:
One Size Does Not Fit All: Profiling Personalized Time-Evolving User Behaviors. ASONAM 2017: 331-340 - [c42]Azeem Aqil, Karim Khalil, Ahmed Osama Fathy Atya, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Trent Jaeger, K. K. Ramakrishnan, Paul L. Yu, Ananthram Swami:
Jaal: Towards Network Intrusion Detection at ISP Scale. CoNEXT 2017: 134-146 - [c41]Liuqing Yang, Evangelos E. Papalexakis:
Exploration of Social and Web Image Search Results Using Tensor Decomposition. CVPR Workshops 2017: 1915-1920 - [c40]Ashkan Sadeghi-Mobarakeh, Mahdi Kohansal, Evangelos E. Papalexakis, Hamed Mohsenian Rad:
Data mining based on random forest model to predict the California ISO day-ahead market prices. ISGT 2017: 1-5 - [c39]Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun:
SPARTan: Scalable PARAFAC2 for Large & Sparse Data. KDD 2017: 375-384 - [c38]Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos:
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM 2017: 216-227 - [c37]Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
S-HOT: Scalable High-Order Tucker Decomposition. WSDM 2017: 761-770 - [i8]Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun:
SPARTan: Scalable PARAFAC2 for Large & Sparse Data. CoRR abs/1703.04219 (2017) - [i7]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. CoRR abs/1709.00668 (2017) - [i6]Ishmam Zabir, Evangelos E. Papalexakis:
Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining. CoRR abs/1709.01147 (2017) - [i5]Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition. CoRR abs/1710.11306 (2017) - [i4]Evangelos E. Papalexakis, Konstantinos Pelechrinis:
tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data Using Tensor Decomposition. CoRR abs/1712.01199 (2017) - 2016
- [j13]Evangelos E. Papalexakis, Christos Faloutsos:
Unsupervised Tensor Mining for Big Data Practitioners. Big Data 4(3): 179-191 (2016) - [j12]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
Overlap in the Web Search Results of Google and Bing. J. Web Sci. 2(2): 17-30 (2016) - [j11]Miguel Araujo, Stephan Günnemann, Spiros Papadimitriou, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Discovery of "comet" communities in temporal and labeled graphs Com^2. Knowl. Inf. Syst. 46(3): 657-677 (2016) - [j10]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications. Stat. Anal. Data Min. 9(4): 269-290 (2016) - [j9]Inah Jeon, Evangelos E. Papalexakis, Christos Faloutsos, Lee Sael, U Kang:
Mining billion-scale tensors: algorithms and discoveries. VLDB J. 25(4): 519-544 (2016) - [c36]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
Toward Data-Driven Design of Educational Courses: A Feasibility Study. EDM 2016: 6 - [c35]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM 2016: 871-876 - [c34]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) 2016: 376-387 - [c33]Evangelos E. Papalexakis:
Automatic Unsupervised Tensor Mining with Quality Assessment. SDM 2016: 711-719 - [i3]Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos:
Tensor Decomposition for Signal Processing and Machine Learning. CoRR abs/1607.01668 (2016) - 2015
- [j8]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition. ACM Trans. Knowl. Discov. Data 10(1): 3:1-3:25 (2015) - [c32]Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos:
Location based Social Network analysis using Tensors and Signal Processing tools. CAMSAP 2015: 93-96 - [c31]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
Overlap Between Google and Bing Web Search Results!: Twitter to the Rescue? COSN 2015: 95 - [c30]Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu:
Translation Invariant Word Embeddings. EMNLP 2015: 1084-1088 - [c29]Evangelos E. Papalexakis, Christos Faloutsos:
Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. ICASSP 2015: 5441-5445 - [c28]Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos:
HaTen2: Billion-scale tensor decompositions. ICDE 2015: 1047-1058 - [c27]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Education, Learning and Information Theory. ICDM Workshops 2015: 269-272 - [c26]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
Whither Social Networks for Web Search? KDD 2015: 1661-1670 - [c25]Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell:
Principled Neuro-Functional Connectivity Discovery. SDM 2015: 631-639 - [c24]Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis:
A Study of Distinctiveness in Web Results of Two Search Engines. WWW (Companion Volume) 2015: 267-273 - [c23]Spiros E. Papadimitriou, Evangelos E. Papalexakis, Bin Liu, Hui Xiong:
Remix in 3D Printing: What your Sources say About You. WWW (Companion Volume) 2015: 367-368 - [c22]Evangelos E. Papalexakis, A. Seza Dogruöz:
Understanding Multilingual Social Networks in Online Immigrant Communities. WWW (Companion Volume) 2015: 865-870 - [i2]Evangelos E. Papalexakis:
Automatic Unsupervised Tensor Mining with Quality Assessment. CoRR abs/1503.03355 (2015) - 2014
- [j7]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data 2(4): 216-229 (2014) - [j6]Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro:
Structure-Revealing Data Fusion. BMC Bioinform. 15: 239 (2014) - [j5]Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos:
SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. 4(1): 240 (2014) - [j4]Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos:
Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition. IEEE Signal Process. Mag. 31(5): 57-70 (2014) - [j3]U Kang, Brendan Meeder, Evangelos E. Papalexakis, Christos Faloutsos:
HEigen: Spectral Analysis for Billion-Scale Graphs. IEEE Trans. Knowl. Data Eng. 26(2): 350-362 (2014) - [c21]Evangelos E. Papalexakis, Dong Nguyen, A. Seza Dogruöz:
Predicting Code-switching in Multilingual Communication for Immigrant Communities. CodeSwitch@EMNLP 2014: 42-50 - [c20]Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos:
A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). ICASSP 2014: 1-5 - [c19]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. KDD 2014: 95-104 - [c18]Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao:
MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. PAKDD (1) 2014: 1-14 - [c17]Miguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. PAKDD (2) 2014: 271-283 - [c16]Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing:
FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. SDM 2014: 109-117 - [c15]Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy:
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. SDM 2014: 118-126 - [c14]Spiros Papadimitriou, Evangelos E. Papalexakis:
Towards laws of the 3d-printable design web. WebSci 2014: 255-256 - [c13]Ariel Fuxman, Patrick Pantel, Yuanhua Lv, Ashok K. Chandra, Pradeep Chilakamarri, Michael Gamon, David Hamilton, Bernhard Kohlmeier, Dhyanesh Narayanan, Evangelos E. Papalexakis, Bo Zhao:
Contextual insights. WWW (Companion Volume) 2014: 265-266 - [c12]Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos:
Spotting misbehaviors in location-based social networks using tensors. WWW (Companion Volume) 2014: 551-552 - [r1]Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste:
Network Anomaly Detection Using Co-clustering. Encyclopedia of Social Network Analysis and Mining 2014: 1054-1068 - 2013
- [j2]Evangelos E. Papalexakis, U Kang, Christos Faloutsos, Nicholas D. Sidiropoulos, Abhay Harpale:
Large Scale Tensor Decompositions: Algorithmic Developments and Applications. IEEE Data Eng. Bull. 36(3): 59-66 (2013) - [j1]Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Rasmus Bro:
From K -Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors. IEEE Trans. Signal Process. 61(2): 493-506 (2013) - [c11]Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos:
Spatio-temporal mining of software adoption & penetration. ASONAM 2013: 878-885 - [c10]Evangelos E. Papalexakis, Leman Akoglu, Dino Ienco:
Do more views of a graph help? Community detection and clustering in multi-graphs. FUSION 2013: 899-905 - [c9]Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos:
F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98 - [c8]Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh:
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM 2013: 28-36 - [i1]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization. CoRR abs/1302.7043 (2013) - 2012
- [c7]Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste:
Network Anomaly Detection Using Co-clustering. ASONAM 2012: 403-410 - [c6]U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos:
GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. KDD 2012: 316-324 - [c5]Danai Koutra, Evangelos E. Papalexakis, Christos Faloutsos:
TensorSplat: Spotting Latent Anomalies in Time. Panhellenic Conference on Informatics 2012: 144-149 - [c4]Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos:
ParCube: Sparse Parallelizable Tensor Decompositions. ECML/PKDD (1) 2012: 521-536 - [c3]Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos:
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference 2012: 865 - 2011
- [c2]Evangelos E. Papalexakis, Nicholas D. Sidiropoulos:
Co-clustering as multilinear decomposition with sparse latent factors. ICASSP 2011: 2064-2067 - 2010
- [c1]Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Minos N. Garofalakis:
Reviewer Profiling Using Sparse Matrix Regression. ICDM Workshops 2010: 1214-1219
Coauthor Index
Ravdeep Pasricha
aka: Ravdeep S. Pasricha
aka: Ravdeep S. Pasricha
Nicholas D. Sidiropoulos
aka: Nikos D. Sidiropoulos
aka: Nikos D. Sidiropoulos
Partha P. Talukdar
aka: Partha Pratim Talukdar
aka: Partha Pratim Talukdar
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-08 21:27 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
