Publications & Patents - Knexus AI

The Collaborative Research Cycle

Data, Privacy, and the Interactions Between Them

Toward Defining a Domain Complexity Measure Across Domains

Learning Decomposition Methods with Numeric Landmarks and Numeric Preconditions

Integrating Transparency, Trust, and Acceptance: The Intelligent Systems Technology Model (ISTAM)

Differential Privacy: Implementation, Deployment, and Receptivity

Self-directed Learning of Action Models using Exploratory Planning

HTN Learning via Transfer Learning of Domain Landmarks

dcss-ai-wrapper: An API for Dungeon Crawl Stone Soup providing both Vector and Symbolic State Representations

Proceedings of the 29th International Conference

Preface – ICCBR 2021. In Proceedings of the 29th International Conference on Case-Based Reasoning

Proceedings of the 29th International Conference on Case-Based Reasoning Workshops

Preface – ICCBR 2021 Workshops

An Uncertainty Principle is a Price of Privacy-Preserving Microdata

SDNIST: Benchmark Data and Evaluation Tools for Data Synthesizers

Preface – ICCBR Doctoral Consortium 2020

Exploiting Text Data to Improve Critical Care Mortality Prediction

Learning Hierarchical Task Networks with Landmarks and Numeric Fluents by Combining Symbolic and Numeric Regression

Evaluation and Tuning Insights from the ACS Fully Synthetic Data Generator.

Proceedings of the 28th International Conference on Case-Based Reasoning Doctoral Consortium

Human-Agent Teaming as a Common Problem for Goal Reasoning

Autonomous Swarm Agents Using Case-Based Reasoning

Goal Reasoning and Trusted Autonomy

Supplemental Observation Acquisition for Learning by Observation Agents

Explaining Rebel Behavior in Goal Reasoning Agents

Abstracts from the ICCBR Video Competition 2018

Preface – ICCBR Video Competition 2018

Novel Object Discovery using Case-Based Reasoning and Convolutional Neural Networks

Learning from Exploration: Towards an Explainable Goal Reasoning Agent

The Ideal Rebellion: Maximizing Task Performance in Rebel Agents

Hybrid Goal Selection and Planning in a Goal Reasoning Agent Using Partially Specified Preferences

Distributed discrepancy detection for beyond-visual-range air combat

Special Track on Case-Based Reasoning

Preface – Special Track on Case-Based Reasoning

A Goal Reasoning Agent for Controlling UAVs in Beyond-Visual-Range Air Combat

Case-based Team Recognition Using Learned Opponent Models

Using Deep Learning to Automate Feature Modeling in Learning by Observation

Towards Deception Detection in a Language-driven Game

Using Deep Learning to Automate Feature Modeling in Learning by Observation: A Preliminary Study

Incorporating domain-independent planning heuristics in hierarchical planning

A New Approach to Temporal Planning with Rich Metric Temporal Properties

A Generic Approach to Planning in the Presence of Incomplete Information: Theory and Implementation

Dynamic Goal Recognition Using Windowed Action Sequences

Top Drone

Cost-Optimal Algorithms for Planning with Procedural Control Knowledge

Goal Reasoning, Planning, and Acting with ActorSim, The Actor Simulator. In Proceedings of the Fourth Annual Conference on Advances in Cognitive Systems (ACS 2016), Evanston IL, 2016.

Goal Reasoning, Planning, and Acting with ActorSim, The Actor Simulator – ICAPS Workshop

Semantic Classification of Utterances in a Language-driven Game

Mixed propositional metric temporal logic: A new formalism for temporal planning

Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Features

Distributed Discrepancy Detection for BVR Air Combat

Learning Trustworthy Behaviors Using an Inverse Trust Metric

Hierarchical Planning: Relating Task and Goal Decomposition with Task Sharing

SPARCNN: SPAtially Related Convolutional Neural Networks

Brief Case Study of the OPD Pulse Shooting LIVECAD logs

Incorporating Transparency During Trust-Guided Behavior Adaptation

Cost-optimal algorithms for hierarchical goal network planning: A preliminary report

Privacy-preserving social network analysis

Case Based Disruption Monitoring

eBotworks: A Software Platform for Developing and Evaluating Communicative Autonomous Systems, Proceedings of Unmanned Systems, Arlington, VA: AUVSI.

Active Behavior Recognition in Beyond Visual Range Air Combat

Believable Emotion-Influenced Perception: The Path to Motivated Rebel Agents

Case-Based Behavior Recognition in Beyond Visual Range Air Combat

Case-based Policy and Goal Recognition

Continuous Explanation Generation in a Multi-Agent Domain

Convolutional architecture exploration for action recognition and image classification

Coordinating Robot Teams for Disaster Relief

Error Tolerant Plan Recognition: An Empirical Investigation

Extending the Influence of Contextual Information in ACT-R using Buffer Decay

Goal Reasoning for an Autonomous Squad Member

Improving Trust-Guided Behavior Adaptation Using Operator Feedback

Learning to Estimate: A Case-Based Approach to Task Execution Prediction

Malware Identification Using Cognitively Inspired Inference

Minimally Disruptive Schedule Repair for MCM Missions

Preface – Workshop on Case-Based Agents

Trust-Guided Behavior Adaptation Using Case-Based Reasoning

Breadth of Approaches to Goal Reasoning: A Research Survey

Domain-Independent Heuristics for Goal Formulation

Goal-driven autonomy for responding to unexpected events in strategy simulations

Learning Models for Predicting Surprising Events

Spatial planning for placement command understanding

Towards applying goal autonomy for vehicle control

A Practical Beginners’ Guide to Differential Privacy

A Guide to Differential Privacy in Social Network Analysis

Discover History: Understanding the Past in Planning and Execution

Maritime Threat Detection using Plan Recognition

Maritime threat detection using probabilistic relational networks

Toward determining the comprehensibility of machine translations to appear in the Proceedings of the NAACL HLT 2012 Workshop on Predicting and improving text readability for target reader populations

A Comparative Evaluation of Anomaly Detection Algorithms for Maritime Video Surveillance

Active and interactive learning of goal selection knowledge

Learning event models that explain anomalies

Making the case for transfer: Case-based transfer learning

Representing And Reasoning with Functional Knowledge for Spatial Language Understanding

What Just Happened? Explaining the Past in Planning and Execution

Applying Goal Driven Autonomy to a Team Shooter Game

Design and Evaluation of a Goal-Directed Autonomous Agent

Goal-driven autonomy in a Navy strategy simulation

Meta-prediction in collective classification

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects

Casey’s Quest: Transfer Learning for Adversarial Environments

Adaptive maritime video surveillance. Proceedings of the Society of Photographic Instrumentation

Beating the defense: Using plan recognition to inform learning agents

Case-based collective inference for maritime object classification

Case-based reasoning for transfer learning

Cautious collective classification

Constructing game agents from video of human behavior

Design of an Integrated Web Services Brokering System

Exploiting early intent recognition for competitive advantage

Improving offensive performance through opponent modeling

Learning Hierarchical Skills for Game Agents from Video of Human Behavior

Metrics to Assess Translation Memory Technology

Opponent modeling and spatial similarity to retrieve and reuse superior plays

Towards research on goal reasoning with the TAO Sandbox

Enabling the interoperability of large-scale legacy systems

IMT: A mixed-initiative data mapping and search toolkit

Learning continuous action models in a real-time strategy environment

Soft computing techniques for web services brokering

An evaluation of case-based classification to support automated Web service discovery and brokering, Proceedings of SPIE Defense and Security Symposium

Case-based collective classification

Cautious inference in collective classification

Conversation for textual case-based reasoning

Rough set feature selection algorithms for textual case-based classification

Case-based classification alternatives to ontologies for automated web service discovery and integration, Proceedings of SPIE Defense & Security Symposium

Using web services to enhance geographic information systems, Control and Cybernetics

PATENTS & DISCLOSURES

Since our founding in 2006, the scientists and engineers of Knexus Research have secured multiple patents to protect their original intellectual property and methodologies. Among them:

Gupta, K.M, (2021). System and Method for Temporal Expression Processing. U.S. Patent 10956680B1.
Gupta, K.M. (2016). System and Method for Enhancing Locative Response Abilities of Autonomous and Semi-Autonomous Agents. U.S. Patent 9542930B2.
Gupta, K.M. (2014). System and Method for Virtual Object Placement. U.S. Patent US-8893048-B2.
Warner, E., Ladner, R., Petry, F., Aha, D.W., Gupta, K.M., and Moore, P.G. (2012). System and method for web service discovery and access. U.S. Patent US-8209407-B2.