INSITE: A Tool for Interpreting Users? Interaction with a Web Space. - Cyrus Shahabi; Adil Faisal; Farnoush Banaei Kashani; Jabed Faruque (VLDB, 2000)

Yoda: An Accurate and Scalable Web-Based Recommendation System. - Cyrus Shahabi; Farnoush Banaei Kashani; Yi-Shin Chen; Dennis McLeod (CoopIS, 2001)

Feature Matrices: A Model for Efficient and Anonymous Web Usage Mining. - Cyrus Shahabi; Farnoush Banaei Kashani; Jabed Faruque; Adil Faisal (EC-Web, 2001)

A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking. - Cyrus Shahabi; Farnoush Banaei Kashani (WEBKDD, 2001)

Decentralized Resource Management for a Distributed Continuous Media Server. - Cyrus Shahabi; Farnoush Banaei Kashani (IEEE Trans. Parallel Distributed Syst., 2002)

Criticality-based Analysis and Design of Unstructured Peer-to-Peer Networks as "Complex Systems". - Farnoush Banaei Kashani; Cyrus Shahabi (CCGRID, 2003)

Searchable Querical Data Networks. - Farnoush Banaei Kashani; Cyrus Shahabi (DBISP2P, 2003)

Brief announcement: efficient flooding in power-law networks. - Farnoush Banaei Kashani; Cyrus Shahabi (PODC, 2003)

Efficient and Anonymous Web-Usage Mining for Web Personalization. - Cyrus Shahabi; Farnoush Banaei Kashani (INFORMS J. Comput., 2003)

SWAM: a family of access methods for similarity-search in peer-to-peer data networks. - Farnoush Banaei Kashani; Cyrus Shahabi (CIKM, 2004)

WSPDS: Web Services Peer-to-Peer Discovery Service. - Farnoush Banaei Kashani; Ching-Chien Chen; Cyrus Shahabi (International Conference on Internet Computing, 2004)

Querical Data Networks. - Cyrus Shahabi; Farnoush Banaei Kashani (Encyclopedia of Database Technologies and Applications, 2005)

Modelling Peer-to-Peer Data Networks Under Complex System Theory. - Cyrus Shahabi; Farnoush Banaei Kashani (DNIS, 2005)

Partial Selection Query in Peer-to-Peer Databases. - Farnoush Banaei Kashani; Cyrus Shahabi (ICDE, 2006)

Modelling P2P data networks under complex system theory. - Cyrus Shahabi; Farnoush Banaei Kashani (Int. J. Comput. Sci. Eng., 2007)

Fixed-Precision Approximate Continuous Aggregate Queries in Peer-to-Peer Databases. - Farnoush Banaei Kashani; Cyrus Shahabi (ICDE, 2008)

Partial read from peer-to-peer databases. - Farnoush Banaei Kashani; Cyrus Shahabi (Comput. Commun., 2008)

ProDA: An End-to-End Wavelet-Based OLAP System for Massive Datasets. - Cyrus Shahabi; Mehrdad Jahangiri; Farnoush Banaei Kashani (Computer, 2008)

Towards modeling the traffic data on road networks. - Ugur Demiryurek; Bei Pan; Farnoush Banaei Kashani; Cyrus Shahabi (GIS-IWCTS, 2009)

GeoDec: a multi-layered query processing framework for spatio-temporal data. - Luciano Nocera; Arjun Rihan; Songhua Xing; Ali Khodaei; Ali Khoshgozaran; Farnoush Banaei Kashani; Cyrus Shahabi (GIS, 2009)

Efficient viewpoint assignment for urban texture documentation. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi (GIS, 2009)

Efficient Viewpoint Selection for Urban Texture Documentation. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi (GSN, 2009)

Efficient Continuous Nearest Neighbor Query in Spatial Networks Using Euclidean Restriction. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (SSTD, 2009)

Applications of Sensor Network Data Management. - Farnoush Banaei Kashani; Cyrus Shahabi (Encyclopedia of Database Systems, 2009)

Voronoi-Based Geospatial Query Processing with MapReduce. - Afsin Akdogan; Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (CloudCom, 2010)

Geostreaming: we can see the light at the end of the tunnel. - Mohamed H. Ali; Balan Sethu Raman; Ed Katibah; Erik G. Hoel; Farnoush Banaei Kashani (COM.Geo, 2010)

Efficient Approximate Visibility Query in Large Dynamic Environments. - Leyla Kazemi; Farnoush Banaei Kashani; Cyrus Shahabi; Ramesh C. Jain (DASFAA (1), 2010)

Efficient K-Nearest Neighbor Search in Time-Dependent Spatial Networks. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (DEXA (1), 2010)

Towards K-Nearest Neighbor Search in Time-Dependent Spatial Network Databases. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (DNIS, 2010)

A case for time-dependent shortest path computation in spatial networks. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (GIS, 2010)

Optimal network location queries. - Parisa Ghaemi; Kaveh Shahabi; John P. Wilson; Farnoush Banaei Kashani (GIS, 2010)

Spatiotemporal summarization of traffic data streams. - Bei Pan; Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (GIS-IWGS, 2010)

Using location based social networks for quality-aware participatory data transfer. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi (GIS-LBSN, 2010)

TransDec: A spatiotemporal query processing framework for transportation systems. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi (ICDE, 2010)

GeoSIM: A Geospatial Data Collection System for Participatory Urban Texture Documentation. - Farnoush Banaei Kashani; Houtan Shirani-Mehr; Bei Pan; Nicholas Bopp; Luciano Nocera; Cyrus Shahabi (IEEE Data Eng. Bull., 2010)

GeoDec: A framework to visualize and query geospatial data for decision-making. - Cyrus Shahabi; Farnoush Banaei Kashani; Ali Khoshgozaran; Luciano Nocera; Songhua Xing (IEEE Multim., 2010)

Discovering patterns in traffic sensor data. - Farnoush Banaei Kashani; Cyrus Shahabi; Bei Pan (GIS-IWGS, 2011)

Geostreaming in cloud. - Seyed Jalal Kazemitabar; Farnoush Banaei Kashani; Dennis McLeod (GIS-IWGS, 2011)

Online Computation of Fastest Path in Time-Dependent Spatial Networks. - Ugur Demiryurek; Farnoush Banaei Kashani; Cyrus Shahabi; Anand Ranganathan (SSTD, 2011)

A Case Study of Participatory Data Transfer for Urban Temperature Monitoring. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi; Lin Zhang 001 (W2GIS, 2011)

Continuous maximal reverse nearest neighbor query on spatial networks. - Parisa Ghaemi; Kaveh Shahabi; John P. Wilson; Farnoush Banaei Kashani (SIGSPATIAL/GIS, 2012)

Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi (Proc. VLDB Endow., 2012)

Highlights from IWGS 2011: the 2nd ACM SIGSPATIAL International Workshop on GeoStreaming: (Chicago, Illinois - November 1, 2011). - Mohamed H. Ali; Erik G. Hoel; Farnoush Banaei Kashani (ACM SIGSPATIAL Special, 2012)

Efficient batch processing of proximity queries by optimized probing. - Seyed Jalal Kazemitabar; Farnoush Banaei Kashani; Seyed Jalil Kazemitabar; Dennis McLeod (SIGSPATIAL/GIS, 2013)

Monitoring mobility disorders at home using 3D visual sensors and mobile sensors. - Farnoush Banaei Kashani; Gérard G. Medioni; Khanh Nguyen; Luciano Nocera; Cyrus Shahabi; Ruizhe Wang 002; Cesar Blanco; Yi-An Chen; Yu-Chen Chung; Beth Fisher; Sara Mulroy; Phil Requejo; et al. (Wireless Health, 2013)

Users plan optimization for participatory urban texture documentation. - Houtan Shirani-Mehr; Farnoush Banaei Kashani; Cyrus Shahabi (GeoInformatica, 2013)

Highlights from IWGS 2012: the 3rd ACM SIGSPATIAL International Workshop on Geostreaming (Redondo Beach, California - November 6, 2012). - Mohamed H. Ali; Farnoush Banaei Kashani; Erik G. Hoel (ACM SIGSPATIAL Special, 2013)

Maximal reverse skyline query. - Farnoush Banaei Kashani; Parisa Ghaemi; John P. Wilson (SIGSPATIAL/GIS, 2014)

A comparative study of two approaches for supporting optimal network location queries. - Parisa Ghaemi; Kaveh Shahabi; John P. Wilson; Farnoush Banaei Kashani (GeoInformatica, 2014)

Janus - Multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity. - Cyrus Shahabi; Seon Ho Kim; Luciano Nocera; Giorgos Constantinou; Ying Lu 004; Yinghao Cai; Gérard G. Medioni; Ramakant Nevatia; Farnoush Banaei Kashani (J. Inf. Process. Syst., 2014)

Highlights from IWGS 2013: the 4th ACM SIGSPATIAL International Workshop on GeoStreaming: (Orlando, Florida - November 5, 2013). - Farnoush Banaei Kashani; Anas Basalamah; Chengyang Zhang (ACM SIGSPATIAL Special, 2014)

IWGS 2015 workshop report: the 6th ACM SIGSPATIAL International Workshop on GeoStreaming (Seattle, WA, USA - November 3, 2015). - Chengyang Zhang; Farnoush Banaei Kashani; Abdeltawab M. Hendawi (ACM SIGSPATIAL Special, 2015)

Mining frequent episodes from multivariate spatiotemporal event sequences. - Shahab Helmi; Farnoush Banaei Kashani (IWGS@SIGSPATIAL, 2016)

LIBS: a low-cost in-ear bioelectrical sensing solution for healthcare applications. - Anh Nguyen 001; Zohreh Raghebi; Farnoush Banaei Kashani; Ann C. Halbower; Tam Vu 001 (S3@MobiCom, 2016)

In-ear Biosignal Recording System: A Wearable For Automatic Whole-night Sleep Staging. - Anh Nguyen 001; Raghda Alqurashi; Zohreh Raghebi; Farnoush Banaei Kashani; Ann C. Halbower; Thang N. Dinh; Tam Vu 001 (WearSys@MobiSys, 2016)

A Lightweight and Inexpensive In-ear Sensing System For Automatic Whole-night Sleep Stage Monitoring. - Anh Nguyen 001; Raghda Alqurashi; Zohreh Raghebi; Farnoush Banaei Kashani; Ann C. Halbower; Tam Vu 001 (SenSys, 2016)

IWGS 2016 workshop report: The 7th ACM SIGSPATIAL International Workshop on GeoStreaming: San Francisco, CA, USA - October 31, 2016. - Chengyang Zhang; Farnoush Banaei Kashani; Abdeltawab M. Hendawi (ACM SIGSPATIAL Special, 2016)

Spatiotemporal range pattern queries on large-scale co-movement pattern datasets. - Shahab Helmi; Farnoush Banaei Kashani (IEEE BigData, 2017)

MVSC-Bench: A Tool to Benchmark Classification Methods for Multivariate Spatiotemporal Data. - Siddhant Kulkarni; Farnoush Banaei Kashani (SSTD, 2017)

Efficient Processing of Spatiotemporal Pattern Queries on Historical Frequent Co-Movement Pattern Datasets. - Shahab Helmi; Farnoush Banaei Kashani (MATES@VLDB, 2017)

Guest editorial: GeoStreaming. - Mohamed H. Ali; Farnoush Banaei Kashani; Chengyang Zhang (GeoInformatica, 2017)

Efficient maximal reverse skyline query processing. - Farnoush Banaei Kashani; Parisa Ghaemi; Bahman Movaqar; Seyed Jalal Kazemitabar (GeoInformatica, 2017)

LIBS: A Lightweight and Inexpensive In-Ear Sensing System for Automatic Whole-Night Sleep Stage Monitoring. - Anh Nguyen 001; Raghda Alqurashi; Zohreh Raghebi; Farnoush Banaei Kashani; Ann C. Halbower; Tam Vu 001 (GetMobile Mob. Comput. Commun., 2017)

IWGS 2017 workshop report: the 8th ACM SIGSPATIAL International Workshop on Geostreaming: Redondo Beach, CA, USA - November 7, 2017. - Chengyang Zhang; Farnoush Banaei Kashani; Abdeltawab M. Hendawi (ACM SIGSPATIAL Special, 2017)

Development and Evaluation of a Similarity Measure for Medical Event Sequences. - Michael Mannino; Joel Fredrickson; Farnoush Banaei Kashani; Iris Linck; Raghda Alqurashi (ACM Trans. Manag. Inf. Syst., 2017)

Mortality Prediction Performance using Similarity Measures for Medical Event Sequences. - Joel Fredrickson; Michael Mannino; Omar Saad Alqahtani; Farnoush Banaei Kashani (AMCIS, 2018)

Efficient Processing of Probabilistic Single and Batch Reachability Queries in Large and Evolving Spatiotemporal Contact Networks. - Zohreh Raghebi; Farnoush Banaei Kashani (IEEE BigData, 2018)

Probabilistic reachability query in evolving spatiotemporal contact networks of moving objects. - Zohreh Raghebi; Farnoush Banaei Kashani (SIGSPATIAL/GIS, 2018)

Reach Me If You Can: Reachability Query in Uncertain Contact Networks. - Zohreh Raghebi; Farnoush Banaei Kashani (GeoRich@SIGMOD, 2018)

LIBS: a bioelectrical sensing system from human ears for staging whole-night sleep study. - Anh Nguyen 001; Raghda Alqurashi; Zohreh Raghebi; Farnoush Banaei Kashani; Ann C. Halbower; Tam Vu 001 (Commun. ACM, 2018)

Applications of Sensor Network Data Management. - Farnoush Banaei Kashani; Cyrus Shahabi (Encyclopedia of Database Systems (2nd ed.), 2018)

SeAlM: A Query Cache Optimization Technique for Next Generation Sequence Alignment. - Evan Stene; Farnoush Banaei Kashani (ICDM Workshops, 2019)

Toward System-Optimal Route Guidance. - Robert J. Fitzgerald; Farnoush Banaei Kashani (MDM, 2019)

Using similarity measures for medical event sequences to predict mortality in trauma patients. - Joel Fredrickson; Michael Mannino; Omar Saad Alqahtani; Farnoush Banaei Kashani (Decis. Support Syst., 2019)

The 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2018) Seattle, Washington, USA November 6-9, 2018: conference report. - Ralf Hartmut Güting; Roberto Tamassia; Li Xiong 001; Farnoush Banaei Kashani; Erik G. Hoel (ACM SIGSPATIAL Special, 2019)

An Accurate and Scalable Role Mining Algorithm based on Graph Embedding and Unsupervised Feature Learning. - Masoumeh Abolfathi; Zohreh Raghebi; Jafar Haadi Jafarian; Farnoush Banaei Kashani (HICSS, 2020)

Multiscale Frequent Co-movement Pattern Mining. - Shahab Helmi; Farnoush Banaei Kashani (ICDE, 2020)

WAKE: a behind-the-ear wearable system for microsleep detection. - Nhat Pham; Tuan Dinh; Zohreh Raghebi; Taeho Kim; Nam Bui; Phuc Nguyen 002; Hoang Truong 002; Farnoush Banaei Kashani; Ann C. Halbower; Thang N. Dinh; Tam Vu 001 (MobiSys, 2020)

Painometry: wearable and objective quantification system for acute postoperative pain. - Hoang Truong 002; Nam Bui; Zohreh Raghebi; Marta Ceko; Nhat Pham; Phuc Nguyen 002; Anh Nguyen 001; Taeho Kim; Katrina Siegfried; Evan Stene; Taylor Tvrdy; Logan Weinman; et al. (MobiSys, 2020)

Conference report: The 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2019): Chicago, Illinois, USA, November 5-8, 2019. - Ralf Hartmut Güting; Lars Kulik; Shawn D. Newsam; Farnoush Banaei Kashani; Goce Trajcevski (ACM SIGSPATIAL Special, 2020)

City-Scale System-Optimal Route Planning with Route Replanning. - Robert J. Fitzgerald; Farnoush Banaei Kashani (IEEE BigData, 2021)

A Scalable Role Mining Approach for Large Organizations. - Masoumeh Abolfathi; Zohreh Raghebi; Jafar Haadi Jafarian; Farnoush Banaei Kashani (IWSPA@CODASPY, 2021)

Efficient and Accurate Closed-Domain and Open-Domain Long-Form Question Answering. - Rhys Sean Butler; Vishnu Dutt Duggirala; Farnoush Banaei Kashani (CSEDU (Selected Papers), 2021)

iTA: A Digital Teaching Assistant. - Vishnu Dutt Duggirala; Rhys Sean Butler; Farnoush Banaei Kashani (CSEDU (2), 2021)

Online Route Replanning for Scalable System-Optimal Route Planning. - Robert J. Fitzgerald; Farnoush Banaei Kashani (SIGSPATIAL/GIS, 2021)

Practical Black Box Model Inversion Attacks Against Neural Nets. - Thomas Bekman; Masoumeh Abolfathi; Jafar Haadi Jafarian; Ashis Kumer Biswas; Farnoush Banaei Kashani; Kuntal Das (PKDD/ECML Workshops (2), 2021)

Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding. - Sundous Hussein; Thao Vu; Leslie Lange; Russell Bowler; Katerina J. Kechris; Farnoush Banaei Kashani (BIBM, 2022)

Semi-supervised Embedding for Scalable and Accurate Time Series Clustering. - Andrew Hill; Russell Bowler; Katerina J. Kechris; Farnoush Banaei Kashani (IEEE Big Data, 2022)

Learn2Pool: efficient and effective ride assignment in ride sharing systems. - Ryan Cheng; Selvakumar Jayaraman; Robert Fitzgerald; Farnoush Banaei Kashani (IWCTS@SIGSPATIAL, 2022)

iLFQA: A Platform for Efficient and Accurate Long-Form Question Answering. - Rhys Butler; Vishnu Dutt Duggirala; Farnoush Banaei Kashani (WSDM, 2022)

Bridging the Gap between Artificial Intelligence and Artificial General Intelligence: A Ten Commandment Framework for Human-Like Intelligence. - Ananta Nair; Farnoush Banaei Kashani (CoRR, 2022)

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification. - Mohamed Abdel-Hafiz; Mesbah Najafi; Shahab Helmi; Katherine A. Pratte; Yonghua Zhuang; Weixuan Liu; Katerina J. Kechris; Russell Bowler; Leslie Lange; Farnoush Banaei Kashani (Frontiers Big Data, 2022)

ST-DeepGait: A Spatiotemporal Deep Learning Model for Human Gait Recognition. - Latisha Konz; Andrew Hill; Farnoush Banaei Kashani (Sensors, 2022)

Incremental Semi-Supervised Tri-Training: A framework for model personalization. - Medha Chippa; Farnoush Banaei Kashani (BIBM, 2023)

Detection of Microsleep Events With a Behind-the-Ear Wearable System. - Nhat Pham; Tuan Dinh; Taeho Kim; Zohreh Raghebi; Nam Bui; Hoang Truong 002; Tuan Nguyen; Farnoush Banaei Kashani; Ann C. Halbower; Thang N. Dinh; Phuc Nguyen 002; Tam Vu 001 (IEEE Trans. Mob. Comput., 2023)

NetSHy: network summarization via a hybrid approach leveraging topological properties. - Thao Vu; Elizabeth Litkowski; Weixuan Liu; Katherine A. Pratte; Leslie Lange; Russell Bowler; Farnoush Banaei Kashani; Katerina J. Kechris (Bioinform., 2023)

Learning from Multi-Omics Networks to Enhance Disease Prediction: An Optimized Network Embedding and Fusion Approach. - Sundous Hussein; Vicente Ramos; Weixuan Liu; Katerina J. Kechris; Leslie Lange; Russell P. Bowler; Farnoush Banaei Kashani (BIBM, 2024)

Personalized Federated Learning by Domain-Aware Network Pruning and Re-growth. - Yuto Suzuki; Farnoush Banaei Kashani (IEEE Big Data, 2024)

Semi-Supervised Multi-Source Sea Ice Classification in Small-Data Regime. - Samira Alkaee Taleghan; Morteza Karimzadeh; Andrew P. Barrett; Walter N. Meier; Farnoush Banaei Kashani (IEEE Big Data, 2024)

Toward enhancing web privacy on HTTPS traffic: A novel SuperLearner attack model and an efficient defense approach with adversarial examples. - Masoumeh Abolfathi; Srivani Inturi; Farnoush Banaei Kashani; Jafar Haadi Jafarian (Comput. Secur., 2024)

ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs. - Zohreh Raghebi; Farnoush Banaei Kashani (Frontiers Big Data, 2024)

Partial Label Learning With Focal Loss for Sea Ice Classification Based on Ice Charts. - Behzad Vahedi; Benjamin Lucas; Farnoush Banaei Kashani; Andrew P. Barrett; Walter N. Meier; Siri Jodha Singh Khalsa; Morteza Karimzadeh (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A generalized higher-order correlation analysis framework for multi-omics network inference. - Weixuan Liu; Katherine A. Pratte; Peter J. Castaldi; Craig P. Hersh; Russell P. Bowler; Farnoush Banaei Kashani; Katerina J. Kechris (PLoS Comput. Biol., 2025)

IceBench: A Benchmark for Deep Learning based Sea Ice Type Classification. - Samira Alkaee Taleghan; Andrew P. Barrett; Walter N. Meier; Farnoush Banaei Kashani (CoRR, 2025)

Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery. - Samira Alkaee Taleghan; Morteza Karimzadeh; Andrew P. Barrett; Walter N. Meier; Farnoush Banaei Kashani (CoRR, 2025)

BioNeuralNet: A Graph Neural Network based Multi-Omics Network Data Analysis Tool. - Vicente Ramos; Sundous Hussein; Mohamed Abdel-Hafiz; Arunangshu Sarkar; Weixuan Liu; Katerina J. Kechris; Russell P. Bowler; Leslie Lange; Farnoush Banaei Kashani (CoRR, 2025)