Farnoush Banaei Kashani

Orcid: 0000-0003-4102-9873

Affiliations:
  • University of Colorado Denver, CO, USA


According to our database1, Farnoush Banaei Kashani authored at least 98 papers between 2000 and 2024.

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Bibliography

2024
Partial Label Learning With Focal Loss for Sea Ice Classification Based on Ice Charts.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Toward enhancing web privacy on HTTPS traffic: A novel SuperLearner attack model and an efficient defense approach with adversarial examples.
Comput. Secur., 2024

2023
NetSHy: network summarization via a hybrid approach leveraging topological properties.
Bioinform., January, 2023

Detection of Microsleep Events With a Behind-the-Ear Wearable System.
IEEE Trans. Mob. Comput., 2023

Incremental Semi-Supervised Tri-Training: A framework for model personalization.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
ST-DeepGait: A Spatiotemporal Deep Learning Model for Human Gait Recognition.
Sensors, 2022

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification.
Frontiers Big Data, 2022

Bridging the Gap between Artificial Intelligence and Artificial General Intelligence: A Ten Commandment Framework for Human-Like Intelligence.
CoRR, 2022

iLFQA: A Platform for Efficient and Accurate Long-Form Question Answering.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Learn2Pool: efficient and effective ride assignment in ride sharing systems.
Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

Semi-supervised Embedding for Scalable and Accurate Time Series Clustering.
Proceedings of the IEEE International Conference on Big Data, 2022

Effective Subject Representation based on Multi-omics Disease Networks using Graph Embedding.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Practical Black Box Model Inversion Attacks Against Neural Nets.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Online Route Replanning for Scalable System-Optimal Route Planning.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

iTA: A Digital Teaching Assistant.
Proceedings of the 13th International Conference on Computer Supported Education, 2021

Efficient and Accurate Closed-Domain and Open-Domain Long-Form Question Answering.
Proceedings of the Computer Supported Education - 13th International Conference, 2021

A Scalable Role Mining Approach for Large Organizations.
Proceedings of the IWSPA@CODASPY 2021: ACM Workshop on Security and Privacy Analytics, 2021

City-Scale System-Optimal Route Planning with Route Replanning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

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.
ACM SIGSPATIAL Special, 2020

Painometry: wearable and objective quantification system for acute postoperative pain.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

WAKE: a behind-the-ear wearable system for microsleep detection.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Multiscale Frequent Co-movement Pattern Mining.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

An Accurate and Scalable Role Mining Algorithm based on Graph Embedding and Unsupervised Feature Learning.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

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.
ACM SIGSPATIAL Special, 2019

Using similarity measures for medical event sequences to predict mortality in trauma patients.
Decis. Support Syst., 2019

Toward System-Optimal Route Guidance.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

SeAlM: A Query Cache Optimization Technique for Next Generation Sequence Alignment.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018
Applications of Sensor Network Data Management.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

LIBS: a bioelectrical sensing system from human ears for staging whole-night sleep study.
Commun. ACM, 2018

Reach Me If You Can: Reachability Query in Uncertain Contact Networks.
Proceedings of the Fifth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2018

Probabilistic reachability query in evolving spatiotemporal contact networks of moving objects.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Efficient Processing of Probabilistic Single and Batch Reachability Queries in Large and Evolving Spatiotemporal Contact Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Mortality Prediction Performance using Similarity Measures for Medical Event Sequences.
Proceedings of the 24th Americas Conference on Information Systems, 2018

2017
Development and Evaluation of a Similarity Measure for Medical Event Sequences.
ACM Trans. Manag. Inf. Syst., 2017

IWGS 2017 workshop report: the 8th ACM SIGSPATIAL International Workshop on Geostreaming: Redondo Beach, CA, USA - November 7, 2017.
ACM SIGSPATIAL Special, 2017

LIBS: A Lightweight and Inexpensive In-Ear Sensing System for Automatic Whole-Night Sleep Stage Monitoring.
GetMobile Mob. Comput. Commun., 2017

Efficient maximal reverse skyline query processing.
GeoInformatica, 2017

Guest editorial: GeoStreaming.
GeoInformatica, 2017

Efficient Processing of Spatiotemporal Pattern Queries on Historical Frequent Co-Movement Pattern Datasets.
Proceedings of the Mobility Analytics for Spatio-Temporal and Social Data, 2017

MVSC-Bench: A Tool to Benchmark Classification Methods for Multivariate Spatiotemporal Data.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Spatiotemporal range pattern queries on large-scale co-movement pattern datasets.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
IWGS 2016 workshop report: The 7th ACM SIGSPATIAL International Workshop on GeoStreaming: San Francisco, CA, USA - October 31, 2016.
ACM SIGSPATIAL Special, 2016

A Lightweight and Inexpensive In-ear Sensing System For Automatic Whole-night Sleep Stage Monitoring.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

In-ear Biosignal Recording System: A Wearable For Automatic Whole-night Sleep Staging.
Proceedings of the 2016 Workshop on Wearable Systems and Applications, 2016

LIBS: a low-cost in-ear bioelectrical sensing solution for healthcare applications.
Proceedings of the Eighth Wireless of the Students, 2016

Mining frequent episodes from multivariate spatiotemporal event sequences.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

2015
IWGS 2015 workshop report: the 6th ACM SIGSPATIAL International Workshop on GeoStreaming (Seattle, WA, USA - November 3, 2015).
ACM SIGSPATIAL Special, 2015

2014
Highlights from IWGS 2013: the 4th ACM SIGSPATIAL International Workshop on GeoStreaming: (Orlando, Florida - November 5, 2013).
ACM SIGSPATIAL Special, 2014

Janus - Multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity.
J. Inf. Process. Syst., 2014

A comparative study of two approaches for supporting optimal network location queries.
GeoInformatica, 2014

Maximal reverse skyline query.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
Highlights from IWGS 2012: the 3<sup>rd</sup> ACM SIGSPATIAL International Workshop on Geostreaming (Redondo Beach, California - November 6, 2012).
ACM SIGSPATIAL Special, 2013

Users plan optimization for participatory urban texture documentation.
GeoInformatica, 2013

Monitoring mobility disorders at home using 3D visual sensors and mobile sensors.
Proceedings of the Wireless Health 2013, 2013

Efficient batch processing of proximity queries by optimized probing.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
Highlights from IWGS 2011: the 2nd ACM SIGSPATIAL International Workshop on GeoStreaming: (Chicago, Illinois - November 1, 2011).
ACM SIGSPATIAL Special, 2012

Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets.
Proc. VLDB Endow., 2012

Continuous maximal reverse nearest neighbor query on spatial networks.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
A Case Study of Participatory Data Transfer for Urban Temperature Monitoring.
Proceedings of the Web and Wireless Geographical Information Systems, 2011

Online Computation of Fastest Path in Time-Dependent Spatial Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Geostreaming in cloud.
Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, 2011

Discovering patterns in traffic sensor data.
Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, 2011

2010
GeoDec: A framework to visualize and query geospatial data for decision-making.
IEEE Multim., 2010

GeoSIM: A Geospatial Data Collection System for Participatory Urban Texture Documentation.
IEEE Data Eng. Bull., 2010

TransDec: A spatiotemporal query processing framework for transportation systems.
Proceedings of the 26th International Conference on Data Engineering, 2010

Using location based social networks for quality-aware participatory data transfer.
Proceedings of the 2010 International Workshop on Location Based Social Networks, 2010

Spatiotemporal summarization of traffic data streams.
Proceedings of the 2010 ACM SIGSPATIAL International Workshop on GeoStreaming, 2010

Optimal network location queries.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A case for time-dependent shortest path computation in spatial networks.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Towards K-Nearest Neighbor Search in Time-Dependent Spatial Network Databases.
Proceedings of the Databases in Networked Information Systems, 6th International Workshop, 2010

Efficient K-Nearest Neighbor Search in Time-Dependent Spatial Networks.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

Efficient Approximate Visibility Query in Large Dynamic Environments.
Proceedings of the Database Systems for Advanced Applications, 2010

Geostreaming: we can see the light at the end of the tunnel.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

Voronoi-Based Geospatial Query Processing with MapReduce.
Proceedings of the Cloud Computing, Second International Conference, 2010

2009
Applications of Sensor Network Data Management.
Proceedings of the Encyclopedia of Database Systems, 2009

Efficient Continuous Nearest Neighbor Query in Spatial Networks Using Euclidean Restriction.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

Efficient Viewpoint Selection for Urban Texture Documentation.
Proceedings of the GeoSensor Networks, Third International Conference, 2009

Efficient viewpoint assignment for urban texture documentation.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

<i>GeoDec</i>: a multi-layered query processing framework for spatio-temporal data.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Towards modeling the traffic data on road networks.
Proceedings of the Second International Workshop on Computational Transportation Science, 2009

2008
ProDA: An End-to-End Wavelet-Based OLAP System for Massive Datasets.
Computer, 2008

Partial read from peer-to-peer databases.
Comput. Commun., 2008

Fixed-Precision Approximate Continuous Aggregate Queries in Peer-to-Peer Databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Modelling P2P data networks under complex system theory.
Int. J. Comput. Sci. Eng., 2007

2006
Partial Selection Query in Peer-to-Peer Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Modelling Peer-to-Peer Data Networks Under Complex System Theory.
Proceedings of the Databases in Networked Information Systems, 4th International Workshop, 2005

Querical Data Networks.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
WSPDS: Web Services Peer-to-Peer Discovery Service.
Proceedings of the International Conference on Internet Computing, 2004

SWAM: a family of access methods for similarity-search in peer-to-peer data networks.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003
Efficient and Anonymous Web-Usage Mining for Web Personalization.
INFORMS J. Comput., 2003

Brief announcement: efficient flooding in power-law networks.
Proceedings of the Twenty-Second ACM Symposium on Principles of Distributed Computing, 2003

Searchable Querical Data Networks.
Proceedings of the Databases, 2003

Criticality-based Analysis and Design of Unstructured Peer-to-Peer Networks as "Complex Systems".
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

2002
Decentralized Resource Management for a Distributed Continuous Media Server.
IEEE Trans. Parallel Distributed Syst., 2002

2001
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking.
Proceedings of the WEBKDD 2001, 2001

Feature Matrices: A Model for Efficient and Anonymous Web Usage Mining.
Proceedings of the Electronic Commerce and Web Technologies, 2001

Yoda: An Accurate and Scalable Web-Based Recommendation System.
Proceedings of the Cooperative Information Systems, 9th International Conference, 2001

2000
INSITE: A Tool for Interpreting Users? Interaction with a Web Space.
Proceedings of the VLDB 2000, 2000


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